{ "report": "AI Citations and Content Strategy: What The Shortlist Report Finds", "question": "Which agencies help brands earn citations from AI assistants?", "engine": "chatgpt", "category": "AEO, GEO and AI visibility agencies", "collected": [ "2026-09-04", "2026-09-05", "2026-09-07", "2026-09-09", "2026-09-11", "2026-09-12", "2026-09-14", "2026-09-16", "2026-09-18", "2026-09-19", "2026-09-21" ], "answers": [ { "day": "2026-09-04", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. This is now a distinct agency category usually called GEO (Generative Engine Optimization), AI Search Optimization, AEO, or LLM SEO. The goal is not simply to rank on Google, but to increase the odds that assistants such as ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews mention your brand and cite your website or authoritative third-party sources. \n\nA few agencies worth evaluating:\n\nSearch Agencysearch.agency \u2014 Dedicated AI-search/GEO practice; works on citation share, entity optimization, content, and multi-market AI visibility. It explicitly covers ChatGPT, Gemini, Perplexity, Copilot and Google AI search. \n\nCitationLabcitationlab.ai \u2014 Particularly focused on the citation problem: identifying which sources AI systems cite and improving the likelihood that your own pages become those sources. It reports having analyzed nearly 900,000 AI citations. \n\nQuality SMIqualitysmi.com \u2014 GEO specialist with an SEO background; focuses on getting brands cited/recommended across ChatGPT, Gemini, Perplexity and Google AI Overviews. \n\nPercepturepercepture.com \u2014 Interesting if you need enterprise SEO + digital PR + GEO together. Its offering includes entity/knowledge-graph work, structured content, schema and PR placements intended to create authoritative sources AI can cite. \n\nRevliftrevlift.co \u2014 GEO-focused agency emphasizing multi-engine citation and share-of-voice monitoring across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews. \n\nSynap Growthus.synapgrowth.agency \u2014 US-focused option offering AI citation audits, content restructuring, authority/citation building, schema and ongoing monitoring. \n\nDoodleWebdoodleweb.com \u2014 More tactical/full-stack GEO approach covering entity pages, structured data, directories, listicles and citation tracking. It publicly states a starting price of $3,500/month. \n\nRed-engagered-engage.com \u2014 B2B-oriented and particularly interesting for its combination of technical GEO, citation-ready content and Reddit/community authority. \n\n\nThe important distinction\nI'd be careful about agencies promising \"we'll get you cited by ChatGPT.\" Nobody controls the output of ChatGPT, Gemini, or Perplexity, and reputable GEO providers acknowledge that they cannot guarantee individual placements. \n\nThe better agencies should be able to show you:\n\nPrompt-level baseline: how often your brand is currently mentioned/cited for actual customer questions.\nCitation-source analysis: which websites AI currently cites instead of you.\nAuthority work: PR, reviews, directories, expert publications, Reddit/community sources, etc.\nEntity optimization: making sure AI systems have a consistent understanding of your company, products, people and expertise.\nCitation-ready content: pages structured so models can readily extract facts and attribute them.\nIndependent measurement: before/after citation share across multiple AI engines\u2014not screenshots of a few favorable prompts.\n\nOne particularly important finding from CitationLab is that 87.4% of the AI citations it analyzed went to third-party sources rather than the brands themselves. That means a serious program may involve earning mentions and authoritative third-party coverage, not merely tweaking your own website. \n\nIf you tell me your industry, company size, and target market (e.g. US B2B SaaS, consumer brand, professional services), I can narrow this to the 5 agencies I'd actually shortlist, including pricing, case studies, strengths/weaknesses, and which ones appear to have genuine citation results versus simply rebranding SEO as \"GEO.\"" }, { "day": "2026-09-04", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Agencies that help brands earn citations from AI assistants usually position themselves around Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), AI Search Optimization, or LLM visibility. The goal is not to \u201cbuy\u201d citations (no legitimate agency can guarantee that), but to improve the signals AI systems use when selecting sources: authority, entity clarity, structured content, technical accessibility, and third-party mentions. \n\nSome agencies in this space include:\n\nSearch Agency \u2013 AI Search Optimizationsearch.agency \u2014 Focuses on GEO/AEO programs covering ChatGPT, Gemini, Perplexity, and AI Overviews, including citation tracking and authority-building work. \n\nGraphitethedigitalelevator.com \u2014 Listed among GEO agencies specializing in AI visibility and generative search optimization. \n\nDirectivethedigitalelevator.com \u2014 Known primarily for B2B search and content programs, with GEO offerings listed for enterprise brands. \n\nAnimalzthedigitalelevator.com \u2014 A content marketing agency whose GEO approach emphasizes expert-driven, authoritative content that AI systems can use as sources. \n\nSiege Mediathedigitalelevator.com \u2014 Content-led SEO agency listed among firms expanding into GEO-style work. \n\nGo Fish Digitalthedigitalelevator.com \u2014 Listed as a data-driven GEO provider. \n\nM+C Saatchi Performance \u2013 GEO & AI Searchmcsaatchiperformance.com \u2014 Offers AI search visibility programs involving entity development, expert content, and citation measurement. \n\nCitevora AI Search Optimizationcitevora.com \u2014 Specializes in AI citation analysis, GEO, ChatGPT optimization, and visibility measurement. \n\nVeza Digital AEO & GEOvezadigital.com \u2014 Focuses on structuring websites and content so AI systems can interpret, cite, and recommend brands. \n\nPolaris Agency GEOpolarisagency.com \u2014 Offers GEO audits, content optimization, entity/knowledge graph work, digital PR, and LLM visibility tracking. \n\nAlgomizer AI Search Optimizationalgomizer.com \u2014 Positions itself around GEO, AEO, evidence engineering, and AI citation visibility. \n\n\nWhen evaluating an agency, look for these capabilities:\n\n\nAI citation monitoring\n\nTracks whether your brand appears in answers from ChatGPT, Gemini, Perplexity, Copilot, and AI Overviews.\nMeasures citation share versus competitors. \n\n\n\n\nEntity optimization\n\nMakes sure AI systems understand your company, products, people, locations, and relationships consistently across the web. \n\n\n\n\nCitation-worthy content\n\nCreates pages with clear facts, original research, expert authorship, structured answers, and evidence that AI systems can confidently reference. \n\n\n\n\nDigital PR and authority building\n\nEarns mentions from trusted third-party sources, which can influence whether AI systems view a brand as credible. \n\n\n\n\nNo guarantees\n\nBe cautious of anyone promising \u201cguaranteed ChatGPT citations\u201d or permanent placement. AI outputs change frequently and are controlled by the model providers, not agencies. \n\n\n\n\nIf you are choosing a partner, the best fit usually depends on whether you are a B2B SaaS company, ecommerce brand, local/multi-location business, enterprise brand, or publisher, because the citation strategy differs substantially." }, { "day": "2026-09-04", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The emerging category is usually called Generative Engine Optimization (GEO) or AI Search Optimization\u2014agencies that try to get a brand mentioned, recommended, and/or cited as a source in answers from ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, and similar systems. \n\nA few agencies worth investigating:\n\nCitationLabcitationlab.ai \u2014 particularly focused on earning citations, with an emphasis on getting a brand's own pages retrieved as sources. It says it analyzes citations across ChatGPT, Gemini, Perplexity and Google AI Overviews. \n\nRevliftrevlift.co \u2014 multi-engine GEO covering ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews, with citation/share-of-voice tracking. \n\nSearch Agencysearch.agency \u2014 combines GEO, AEO, SEO and digital PR, including citation-share and AI-attributed-traffic measurement. \n\nRed-Engagered-engage.com \u2014 geared toward B2B brands; combines technical GEO, citation-worthy content and third-party/Reddit trust signals. \n\nPercepturepercepture.com \u2014 a broader SEO/PR agency that has added GEO, entity/knowledge-graph work, AI-oriented content and digital PR for citations. \n\nCitevoracitevora.com \u2014 specialist AI-search optimization with engine-specific citation strategy and ongoing visibility measurement. \n\nHigh Saliencehighsalience.com \u2014 focused on increasing brand visibility, citations and recommendations across the major AI search systems. \n\nQuality SMIqualitysmi.com \u2014 established SEO agency offering GEO for ChatGPT, Gemini, Perplexity and Google AI experiences. \n\n\nOne important distinction\nThere are actually two different goals that agencies sometimes lump together:\n\nGet the AI to mention/recommend your brand \u2014 e.g. \"What are the best accounting platforms?\" \u2192 your company appears.\nGet the AI to cite your website as a source \u2014 e.g. an answer contains a citation pointing to your article/data/product page.\n\nThe second is harder and often requires third-party authority, digital PR, entity optimization, citation-worthy original data, and technically accessible content, not simply \"optimizing content for ChatGPT.\" One agency's analysis, for example, claims that the majority of AI citations it analyzed pointed to third-party sources rather than the brands themselves. \n\nIf you're evaluating agencies, I'd therefore ask them to show actual before/after citation data for named prompts and engines, rather than accepting claims like \"we optimize your content for AI.\" A 2026 agency comparison makes the same point: look for their own AI visibility, a defined measurement methodology, and actual citations they can demonstrate. \n\nIf you tell me your industry, approximate company size, and whether you're after citations to your own site vs. general brand recommendations, I can narrow this to the 5 best-fit agencies and compare their services/pricing/case studies." }, { "day": "2026-09-04", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Agencies that help brands earn citations from AI assistants usually describe their work as Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or AI search optimization. The goal is not to \u201cbuy\u201d a citation (no agency can guarantee ChatGPT, Gemini, Claude, or Perplexity will cite a brand), but to improve the signals those systems use: authoritative content, structured data, entity clarity, digital PR, and third-party mentions. \n\nSome agencies known for this type of work include:\n\nSearch Agency \u2014 Focuses on GEO/AEO programs, including AI visibility tracking, citation share measurement, content optimization, and authority building for assistants such as ChatGPT, Gemini, and Perplexity. \n\nReboot Online \u2014 Offers GEO services centered on improving how generative systems retrieve, summarize, and cite brands, including technical optimization and digital PR. \n\nFINN Partners \u2014 Combines PR, thought leadership, content, structured data, and GEO strategies to improve AI visibility. \n\nDirective \u2014 Listed among agencies providing enterprise-oriented GEO/AEO services, particularly for B2B brands. \n\nAnimalz \u2014 Known for content-led approaches that emphasize creating authoritative, citable resources. \n\niPullRank \u2014 Focuses on technically complex search visibility work, including AI search-related optimization. \n\nOmniscient Digital \u2014 Included among agencies offering AI search/GEO-related services. \n\nVeza Digital \u2014 Specializes in AEO/GEO for B2B technology companies, with work around making websites easier for AI systems to interpret and cite. \n\n\nWhen evaluating a GEO agency, look for:\n\n\nProof they can measure AI visibility\n\nDo they track brand mentions, citations, prompt coverage, and competitor share-of-voice?\nAvoid agencies that only show screenshots of a single AI answer. \n\n\n\n\nA real authority-building strategy\n\nAI systems often rely on trusted third-party sources, not just a company\u2019s own website. Good programs usually include digital PR, expert content, reviews, references, and ecosystem mentions. \n\n\n\n\nTechnical AI readiness\n\nStructured data, clear entity information, crawlability, and well-organized content are common parts of GEO programs. \n\n\n\n\nNo citation guarantees\n\nA credible agency should explain that it can improve the probability of being cited, not promise a specific placement inside an AI model\u2019s output. \n\n\n\n\nIf you mean agencies that specialize specifically in getting brands cited by ChatGPT/Perplexity (rather than general SEO agencies adding GEO as a service), the shortlist is narrower." }, { "day": "2026-09-04", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The category is usually called Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or AI Search Optimization. The goal is broader than ordinary SEO: increase the odds that assistants such as ChatGPT, Perplexity, Gemini, and Google AI Overviews mention, recommend, and cite a brand. \n\nA few agencies worth investigating:\n\nSearch Agency \u2014 dedicated GEO/AEO practice, with prompt-level tracking of citation share, sentiment, and AI-attributed traffic. It appears particularly oriented toward enterprise/global brands. \n\niPullRank \u2014 strong enterprise/technical option; its GEO approach is built around its broader \u201crelevance engineering\u201d methodology. It is frequently included among the leading enterprise AI-search agencies. \n\nPercepture \u2014 combines GEO with enterprise SEO, digital PR, content, schema/structured data, and entity/knowledge-graph work. That combination is useful because earning AI citations often requires third-party authority, not just changes to your own site. \n\nM+C Saatchi Performance \u2014 a larger agency option combining GEO/AEO with PR and broader marketing capabilities. It explicitly targets ChatGPT, Perplexity, Gemini and Google's AI search products. \n\nQuality SMI \u2014 dedicated GEO offering with a long-established SEO background; it specifically positions itself around citations in ChatGPT, Gemini and Perplexity. \n\nVeza Digital \u2014 particularly interesting for B2B SaaS, fintech and technology companies. It combines technical/entity optimization with citation tracking and publishes example client citation metrics. \n\nFifty One Degrees \u2014 dedicated GEO agency with its own AI-visibility measurement and published citation/visibility figures. \n\nRevlift \u2014 focused specifically on multi-engine visibility across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews, with citation/share-of-voice tracking. \n\n5WPR \u2014 interesting if you already have a PR/communications budget. Its GEO practice is explicitly focused on earning citation authority through the combination of AI visibility and communications/PR. \n\nDoodleWeb \u2014 a smaller, more specialized GEO shop covering entity pages, structured data, directories, content and citation tracking. \n\n\nThe important distinction\nI'd separate these agencies into three camps:\nApproachWhat they primarily do\nTechnical GEOSchema, entities, crawlability, site architecture, machine-readable content\nContent GEOCreate pages/resources that AI systems are likely to retrieve and quote\nAuthority/PR GEOGet the brand mentioned in authoritative third-party publications, directories, reviews, etc.\n\nThe third category is particularly important if by \"earn citations\" you mean actually becoming a source that AI assistants cite, rather than simply optimizing your website. Percepture, 5WPR and agencies combining GEO with digital PR are examples of this model. \n\nAlso, I'd be skeptical of any agency promising a guaranteed number of ChatGPT citations. The better agencies explicitly acknowledge that they can't control model outputs and instead measure citation/mention share over a defined prompt set. \n\nIf you're evaluating agencies for a brand, I can also give you a shortlist of the 5 best agencies specifically for earning citations, ranked by documented results, methodology, price, and whether they actually do digital PR/off-site work." }, { "day": "2026-09-04", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The category is usually called Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or AI Search Optimization. These agencies work on the signals that cause ChatGPT, Perplexity, Gemini, Claude, and Google AI systems to mention or cite a brand. \n\nA few agencies worth looking at:\n\nPercepturepercepture.com \u2014 Combines GEO with technical SEO, structured data, entity/knowledge-graph work, digital PR, and citation tracking. Particularly interesting if you want earned-media citations, not just content optimization. \n\niPullRankipullrank.com \u2014 Strong enterprise/technical option. Its approach focuses on \u201cRelevance Engineering,\u201d including retrieval, embeddings, technical SEO, content, and digital PR. \n\n5WPR5wpr.com \u2014 A PR-led option. Its GEO practice specifically targets citation authority across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, and it publishes an AI Visibility Index tracking 500+ brands. \n\nM+C Saatchi Performancemcsaatchiperformance.com \u2014 Larger performance-marketing agency offering GEO/AEO, entity development, expert content, authority-gap analysis, and AI citation measurement. \n\nFifty One Degrees51d.co \u2014 More GEO-native; focuses specifically on getting brands cited across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews, with its own AI-visibility tracking. \n\nLLMReachllmreach.ai \u2014 GEO-native agency focused on ChatGPT, Claude, Perplexity, and Gemini, combining content, technical signals, and authority-building. \n\nRed-engagered-engage.com \u2014 B2B-focused, combining technical GEO, citation-ready content, and Reddit/community trust signals. \n\nDirectivedirectiveconsulting.com \u2014 Enterprise B2B SEO/GEO option; independent 2026 comparisons place it among the stronger enterprise GEO agencies. \n\n\nThe important distinction\nThere are actually two different businesses being sold under \u201cAI citations\u201d:\n\nGEO/AEO optimization \u2014 make your own website/content/entity more likely to be selected and cited.\nDigital PR / authority building \u2014 get your brand mentioned by authoritative third-party publications, sites, communities, and databases that AI systems subsequently use as evidence.\n\nFor earning citations, I'd favor an agency that combines both. Percepture, 5W, iPullRank, and M+C Saatchi are interesting examples because they combine AI-search optimization with PR/authority rather than simply publishing AI-generated SEO articles. \n\nOne caveat: no legitimate agency can guarantee that ChatGPT will cite you for a particular prompt. AI answers are dynamic, engine-specific, and influenced by the sources available to the model/search system.\nIf you're evaluating agencies to hire, I can also give you a shortlist of the 5 best agencies specifically for getting brands cited in ChatGPT/Perplexity, with pricing, clientele, methodology, and evidence of results." }, { "day": "2026-09-05", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Agencies in this space are usually described as combining digital PR + Generative Engine Optimization (GEO) / AI Search Optimization (AISO) / Answer Engine Optimization (AEO). The goal is not just ranking webpages, but increasing the likelihood that AI systems (ChatGPT, Google AI Overviews, Perplexity, Gemini, etc.) understand, trust, and cite a brand. \n\nSome agencies that explicitly combine these disciplines:\nAgencyBest fitHow they combine PR + AI search\nAMP Public RelationsTech companies, B2B brandsCombines PR campaigns, earned media, AI search optimization, GEO/AEO, structured content, and citation building. \n\nLandis CommunicationsCompanies needing reputation + visibilityUses earned media authority, storytelling, and PR relationships as inputs for AI search visibility. \n\nVolume PRBrands wanting PR-led SEO/AEOPositions digital PR, SEO, and GEO together, including media mentions, AI answer optimization, and monitoring. \n\nPureLinqData-led campaignsUses original research, media outreach, authority building, and AI search visibility tactics. \n\nPerceptureB2B brands needing integrated search strategyCombines GEO, AI visibility tracking, entity optimization, structured content, and digital PR. \n\nPolarisLarger organizationsOffers GEO audits, entity optimization, technical GEO, AI visibility tracking, and digital PR for AI search visibility. \n\nReneka DigitalB2B SaaS and enterpriseCombines AI SEO/GEO with digital PR, content, brand authority, and citation strategies. \n\nGo Fish DigitalBrands needing technical SEO + reputation workFrequently included among GEO-focused agencies; combines SEO, digital PR, and AI visibility approaches. \n\n\n\nWhen evaluating agencies, look for these capabilities rather than just the label \u201cAI SEO\u201d:\n\nEarned media strategy: getting authoritative publications, interviews, and mentions that AI systems can treat as trust signals.\nEntity optimization: making sure AI systems correctly understand your company, products, executives, and expertise.\nCitation tracking: measuring whether brands appear in AI answers, not just Google rankings.\nOriginal research/content campaigns: creating assets that journalists and AI systems have reasons to reference.\nTechnical GEO: schema, structured data, content architecture, and crawlability improvements. \n\n\nIf you are choosing a partner, the shortlist changes depending on whether you are a B2B SaaS company, ecommerce brand, local business, enterprise, or personal brand." }, { "day": "2026-09-05", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Agencies that combine digital PR (earned media, authority building, journalist outreach, brand mentions) with AI search optimization (often called GEO \u2014 Generative Engine Optimization, AEO \u2014 Answer Engine Optimization, or AI SEO) are still a relatively new category. The strongest fits tend to be PR-led firms adding AI visibility services, or SEO/content agencies adding digital PR. \n\nHere are some agencies to consider:\nAgencyWhy it fitsBest suited for\nAMP Public RelationsCombines technology PR, earned media, authority building, and GEO/AEO work aimed at improving how brands appear in AI-generated answers. \nB2B tech, SaaS, startups, enterprise brands\nLandis CommunicationsBlends digital PR, media relations, thought leadership, and AI search visibility strategies. \nCompanies needing reputation + AI visibility\nVolume PRPositions digital PR campaigns, authoritative mentions, content optimization, and AI answer visibility as a combined service. \nBrands focused on media coverage and AI citations\nSkaleKnown for combining SEO, outreach/link building, digital PR-style authority building, and AI search optimization. \nSaaS and growth-stage companies\nFirst Page SageFocuses on thought leadership, authority content, SEO, and GEO/AEO-style visibility. \nB2B brands with expertise-driven marketing\nGo Fish DigitalCombines reputation management, digital PR, SEO, and emerging GEO capabilities. \nLarger brands and reputation-sensitive companies\nAvenue ZListed among agencies combining AI search optimization with PR/creator-led media approaches. \nConsumer, fintech, and visibility-focused brands\n\n\nWhat to look for when evaluating one\nA credible digital PR + AI search agency should be able to show:\n\nAI visibility measurement: tracking whether your brand appears in ChatGPT, Gemini, Perplexity, Claude, or Google AI Overviews.\nCitation strategy: not just rankings, but whether trusted sources mention and support your brand.\nEarned media capability: real journalist relationships and placements, not only guest posts.\nEntity and reputation optimization: making sure AI systems understand who you are, what you do, and why you\u2019re credible.\nTechnical foundations: structured data, content architecture, and crawlability. \n\n\nIf you mean PR agencies specifically (not SEO agencies with an AI add-on), I would start with AMP Public Relations, Landis Communications, and Volume PR. If you mean enterprise-scale AI search optimization with authority building, I\u2019d also look at iPullRank, First Page Sage, Go Fish Digital, and similar GEO-focused firms." }, { "day": "2026-09-05", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A growing number of agencies now explicitly combine digital PR/earned media with GEO (Generative Engine Optimization), AEO, or AI-search optimization. That combination is particularly interesting because earned media creates the third-party authority and citations that AI systems can use when deciding which brands to mention.\nHere are the strongest fits I found:\n\nLandis Communicationslandispr.com \u2014 Very directly aligned: digital PR + GEO, with an emphasis on earned media, third-party validation, and visibility in ChatGPT, Claude, Perplexity, and Google AI Overviews. \n\nPOLARISpolarisagency.com \u2014 Offers a particularly comprehensive model: GEO audits, content optimization, entity/knowledge-graph work, technical GEO, digital PR for AI search, and LLM visibility tracking. \n\nAMP Public Relationsamppublicrelations.com \u2014 PR-led GEO combining earned media, thought leadership, citations, structured content, and AI-search monitoring. Especially relevant if you want PR to be the core strategy rather than an SEO add-on. \n\nVolume PRvolumepr.com \u2014 Explicitly combines digital PR, SEO, AEO and GEO, positioning earned authority as a key part of AI visibility. \n\nSHIFT Communicationsshiftcomm.com \u2014 Established PR agency with an AI-optimized PR practice covering AI visibility audits, earned media, community presence, content optimization, and AI-brand measurement. \n\nCrackle PRcracklepr.com \u2014 Particularly interesting for B2B technology/VC-backed companies. They combine tech PR with GEO/LLM optimization and explicitly treat earned media as an AI-discoverability strategy. \n\nFINN Partnersfinnpartners.com \u2014 Large global PR agency combining technical optimization, structured data/entity alignment, authoritative content, digital PR, and thought leadership for GEO. \n\nDig & Digdiganddig.com \u2014 Combines search, content, digital PR, social, influence, analytics, and AI-visibility/citation monitoring. \n\n21 Degrees Digital21degreesdigital.com \u2014 UK agency combining GEO/AEO, AI SEO, schema, digital PR, and AI-visibility tracking. \n\nAPG Agencyapg.agency \u2014 Combines technical SEO, entity clarity, structured data, expert content, and digital PR specifically to improve AI citation and discoverability. \n\nWild Signalwildsignal.agency \u2014 An AI-native communications agency combining GEO with earned media, PR, creative, content, social, and marketing insights. \n\n\nMy shortlist\nIf your priority is digital PR specifically as an input to AI search, I'd investigate these first:\n\nPOLARIS \u2014 strongest apparent combination of technical GEO + digital PR + measurement.\nAMP PR \u2014 strongest PR-first positioning.\nLandis \u2014 very explicit digital-PR/GEO specialization.\nSHIFT \u2014 attractive if you want a larger established communications agency.\nCrackle PR \u2014 especially compelling for B2B tech.\nVolume PR \u2014 good fit if you want digital PR + conventional SEO + GEO together.\n\nOne important distinction: not every agency calling itself a \"GEO agency\" is actually doing digital PR. Some primarily optimize your own website, schema, content and entities. If your objective is to get ChatGPT/Perplexity/Google AI to cite or recommend your brand, I'd favor an agency that can simultaneously earn authoritative third-party coverage and measure resulting AI citations.\nIf you tell me your industry, company size, geography, and approximate monthly PR budget, I can narrow this to the 5 agencies I'd actually shortlist, including pricing/retainer information where publicly available." }, { "day": "2026-09-05", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A growing number of agencies now explicitly combine digital PR/earned media with GEO/AEO/AI-search optimization\u2014the idea being that PR creates the third-party sources and authority signals that AI systems can use when deciding what brands to mention or cite.\nHere are the strongest matches I found:\n\nVolume PR \u2014 Particularly direct fit. It combines digital PR, SEO, Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO), with a focus on getting brands cited in ChatGPT, Perplexity, Google AI Overviews and Copilot. \nVolume PRvolumepr.com\nPOLARIS \u2014 Offers GEO/AI-search audits, entity optimization, technical GEO, AI-content optimization, digital PR for AI-search visibility, and LLM visibility tracking. It also publishes a specific AI-search digital PR offering. \nPOLARIS GEO servicespolarisagency.com\nLandis Communications \u2014 A traditional PR firm that has built GEO into its communications offering. Its approach emphasizes earned media, authoritative third-party sources and AI visibility. \nLandis Communicationslandispr.com\n5W Public Relations \u2014 Offers digital PR alongside dedicated AI Search/GEO programs, including work intended to create the machine-readable footprint needed for AI citation. \n5WPR5wpr.com\nReboot Online \u2014 Its AiPR offering explicitly combines Digital PR, GEO, SEO, content and data, with PR campaigns designed around how AI systems retrieve and cite information. \nReboot Online AiPRrebootonline.com\nAPG Agency \u2014 Combines technical SEO, entity optimization, content, structured data and digital PR specifically to improve discoverability and citation in ChatGPT, Perplexity, Gemini, Copilot and Google AI search. \nAPG GEO servicesapg.agency\nReneka Digital \u2014 B2B-focused; positions AI SEO/GEO as its core practice and integrates digital PR, original research, authority content, entity/schema work and citation tracking. \nReneka Digitalrenekadigital.com\nAMP Public Relations \u2014 PR-led agency with dedicated AI Search/GEO services, including positioning brands for AI search alongside traditional media visibility. \nAMP Public Relationsamppublicrelations.com\nTrustpoint Xposure \u2014 PR/AEO specialist that explicitly focuses on making brands sources that AI answer engines cite and recommend. \nTrustpoint Xposuretrustpointxposure.com\n21 Degrees Digital \u2014 Combines GEO/AEO, AI SEO, schema, digital PR and AI-visibility tracking. \n21 Degrees Digital21degreesdigital.com\n\nMy shortlist\nIf your goal is specifically \u201cuse digital PR to increase the probability that ChatGPT/Perplexity/Gemini recommend or cite us\u201d, I'd investigate Volume PR, POLARIS, Reboot Online and Landis first.\nIf you're a B2B/SaaS company, I'd add Reneka Digital and APG.\nThe important distinction is that you don't just want an agency saying \u201cwe do GEO.\u201d I'd look for one that can demonstrate all three:\n\nEarned-media acquisition \u2014 authoritative publications, original research, expert commentary, etc.\nAI-search optimization \u2014 entity/knowledge-graph work, citation-ready content, structured data and answer optimization.\nMeasurement \u2014 tracking whether your brand actually appears/cites sources in ChatGPT, Gemini, Perplexity and Google AI Overviews.\n\nIf you tell me your industry, company size, geography, and approximate monthly budget, I can narrow this to the 5 best-fit agencies and compare their services, positioning, likely pricing, and evidence of results." }, { "day": "2026-09-05", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Agencies that combine digital PR (earned media, authority building, thought leadership) with AI search optimization (often called GEO \u2014 Generative Engine Optimization, AEO, or AI Search Optimization) are a relatively new category. These firms generally focus on getting brands cited and recommended by AI systems like ChatGPT, Google AI Overviews, Gemini, and Perplexity by improving authority signals across the web. \n\nSome agencies to consider:\n\n\nLandis Communications \u2014 Combines traditional PR, earned media, and GEO services. Their approach emphasizes securing authoritative media coverage and optimizing brand content so AI systems can better understand and cite the brand. \n\n\n\nAMP Public Relations \u2014 Offers GEO/AEO services built around PR-driven authority signals, including media coverage, thought leadership, structured content, and AI visibility monitoring. \n\n\n\nSHIFT Communications \u2014 Has an AI visibility practice that combines PR strategy with GEO, including AI visibility audits, AI-optimized PR, earned media, and monitoring. \n\n\n\nReneka Digital \u2014 Focuses on B2B AI SEO/GEO and integrates digital PR, content, entity optimization, and AI citation tracking. \n\n\n\nPolaris Agency \u2014 Combines GEO, AI search audits, technical optimization, content optimization, and digital PR aimed at earning third-party signals AI systems use. \n\n\n\nIntero Digital \u2014 Offers GEO services that combine SEO, content, authority building, and digital PR to improve AI search visibility. \n\n\n\nNeon Ambition \u2014 Provides GEO services combining SEO experience, entity optimization, structured content, digital PR, and AI visibility tracking. \n\n\n\nWhen evaluating these agencies, look for:\n\nEarned media strategy: Do they actually secure credible third-party coverage, or only optimize your website?\nAI citation tracking: Do they measure whether ChatGPT, Gemini, Perplexity, etc. mention your brand?\nEntity optimization: Do they improve how AI understands your company, experts, products, and relationships?\nContent + PR integration: Are press releases, interviews, research reports, and thought leadership designed to become AI-citable sources?\nTransparent methodology: GEO is still evolving, so avoid firms promising guaranteed AI rankings or guaranteed ChatGPT placement. \n\n\nIf you\u2019re looking specifically for B2B SaaS, enterprise brands, startups, or consumer brands, the best-fit agencies differ quite a bit." }, { "day": "2026-09-05", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Agencies that combine digital PR (earned media, journalist outreach, thought leadership, authority building) with AI search optimization (often called GEO \u2014 Generative Engine Optimization, AEO \u2014 Answer Engine Optimization, or AI Search Optimization) are emerging because AI systems increasingly rely on trusted third-party mentions and citations when generating answers. \n\nHere are some agencies that specifically overlap both areas:\nAgencyHow they combine PR + AI search\nAMP Public RelationsPR-led GEO/AEO approach: earned media, brand authority, structured content, and AI visibility work aimed at improving how brands appear in AI answers. \n\nLandis CommunicationsCombines digital PR campaigns with GEO, focusing on media coverage, expert positioning, and citations that AI systems can use as trusted signals. \n\nAvenue ZListed among agencies combining AI search optimization with PR and creator-led media strategies. \n\nSiege MediaKnown for content marketing, digital PR, link earning, and increasingly GEO programs designed around citation-worthy content. \n\nNoGoodOffers AEO/GEO programs that can include citation strategy, content optimization, and growth marketing. \n\niPullRankMore technical than PR-led, but works on AI search visibility, relevance engineering, and authority signals needed for AI discovery. \n\nSearch AgencyFocuses on GEO/AEO measurement, AI citations, and AI visibility programs alongside search strategy. \n\n\n\nWhat to look for when evaluating one\nA strong digital PR + AI search agency should usually offer:\n\nEarned media strategy \u2014 placements in reputable publications and industry sources.\nEntity building \u2014 making sure AI systems understand your company, executives, products, and expertise.\nCitation tracking \u2014 monitoring whether ChatGPT, Gemini, Perplexity, and Google AI features mention or cite your brand.\nExpert content creation \u2014 research reports, data studies, interviews, and thought leadership that are likely to be referenced.\nTechnical AI-readiness \u2014 structured data, clear content architecture, and crawlability. \n\n\nIf you are looking specifically for B2B SaaS, enterprise reputation, consumer brands, or startup budgets, the shortlist changes quite a bit." }, { "day": "2026-09-05", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "\u201cSource-worthy\u201d content for ChatGPT and Google AI Overviews is usually created by people and organizations that publish credible, useful, well-structured information that AI systems can retrieve, understand, and cite. There is no single company that \u201cwrites for ChatGPT\u201d or \u201cfeeds Google AI Overviews\u201d; the ecosystem is much broader. \n\nThe main creators include:\n1. Subject-matter experts and researchers\nExamples:\n\nUniversity researchers publishing studies\nEngineers writing technical documentation\nDoctors and medical institutions publishing evidence-based health information\nAnalysts publishing original data and reports\n\nWhy they get cited:\n\nExpertise and authority\nOriginal information\nClear attribution and references\n\n2. Established publishers and journalists\nExamples:\n\nNews organizations\nIndustry publications\nProfessional magazines\nInvestigative outlets\n\nThey often produce:\n\nMarket analysis\nReviews\nExplanations\nTrend reports\n\nAI systems frequently rely on these because they have editorial processes and recognizable expertise. \n\n3. Companies creating authoritative first-party content\nExamples:\n\nProduct documentation\nResearch reports\nTechnical guides\nCase studies\nComparison pages\nFAQs\n\nA company\u2019s own website can be a valuable source when it directly answers questions with accurate, specific information. However, AI answers often cite third-party sources too, not just the brand itself. \n\n4. Community contributors\nExamples:\n\nForums\nUser communities\nProduct reviewers\nDevelopers sharing solutions\n\nPlatforms such as Reddit, YouTube, GitHub, and other community-driven sites often appear in AI citation research because they contain real-world experiences and discussions. \n\n5. Reference and knowledge-base creators\nExamples:\n\nEncyclopedias\nStandards organizations\nLibraries\nOpen documentation projects\n\nThese are useful for:\n\nDefinitions\nHistorical facts\nTechnical concepts\nBackground information\n\n6. Review and comparison publishers\nExamples:\n\nIndependent reviewers\nConsumer publications\nIndustry analysts\n\nThey are especially important for queries like:\n\n\u201cBest software for X\u201d\n\u201cWhich product should I buy?\u201d\n\u201cTop providers in my area\u201d\n\nWhat makes content \u201csource-worthy\u201d?\nContent that is more likely to be cited tends to have:\n\nOriginal insights \u2014 new research, data, experiments, benchmarks\nClear answers \u2014 information is easy to extract and quote\nStrong expertise signals \u2014 named authors, credentials, transparent sourcing\nSpecificity \u2014 not generic filler\nFreshness \u2014 updated facts and current information\nGood structure \u2014 headings, tables, definitions, concise explanations\nExternal recognition \u2014 links, references, mentions, citations from other trusted sources \n\n\nIf you mean \u201cwho should I hire or work with to create content that gets cited?\u201d\nThe strongest candidates are usually:\n\nIndustry experts who can provide original knowledge\nTechnical writers who can make expertise understandable\nResearchers who can create proprietary data\nJournalists or editors who can add credibility\nSEO/content strategists familiar with AI search visibility\n\nThe shift is from \u201cwriting lots of blog posts\u201d toward creating the information other sources would want to reference." }, { "day": "2026-09-05", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "\u201cSource-worthy content\u201d for ChatGPT and Google AI Overviews is usually created by people and organizations that publish information AI systems can confidently retrieve, verify, and cite. There is no single group that writes \u201cfor ChatGPT\u201d; rather, AI systems draw from the broader information ecosystem. \n\nThe main creators include:\n\n\nSubject-matter experts and researchers\n\nUniversities, scientists, analysts, engineers, doctors, lawyers, and other specialists who publish studies, papers, technical explanations, and authoritative guides.\nTheir advantage is expertise, evidence, and original information.\n\n\n\nProfessional publishers and journalists\n\nNews organizations, trade publications, magazines, and investigative outlets that produce reported, edited content.\nThey often provide attribution, citations, and timely coverage.\n\n\n\nIndustry organizations and companies\n\nBusinesses publish documentation, research reports, benchmarks, product information, case studies, and technical resources.\nThe strongest content tends to be factual and useful rather than purely promotional. \n\n\n\n\nIndependent experts and practitioners\n\nConsultants, developers, creators, and experienced professionals who share original frameworks, lessons learned, data, and analysis.\nPractical first-hand experience can make content more valuable than generic summaries. \n\n\n\n\nReference and knowledge platforms\n\nEncyclopedias, databases, standards bodies, and community-maintained knowledge sources can become common reference points because they organize information clearly.\n\n\n\nWhat makes content \u201csource-worthy\u201d tends to be:\n\n\nOriginal information\n\nNew research, data, surveys, experiments, benchmarks, or analysis.\n\n\n\nClear answers\n\nPages that directly answer a question instead of burying the answer under marketing copy. \n\n\n\n\nEvidence and attribution\n\nNamed authors, references, dates, methodology, and links to supporting sources.\n\n\n\nSpecificity\n\nConcrete facts, examples, comparisons, numbers, and definitions are easier for AI systems to use accurately. \n\n\n\n\nTrust signals\n\nDemonstrated expertise, reputation, editorial standards, and consistent accuracy. Google has emphasized experience, expertise, authoritativeness, and trustworthiness (often summarized as E-E-A-T) as important quality concepts for search content. \n\n\n\n\nA useful way to think about it: AI systems do not primarily reward people who write the most content; they tend to rely on content that is easiest to trust, extract, and reuse when answering a specific question. \n\nIf you mean \u201cwho should a business hire to create content that gets cited by AI,\u201d the answer is usually a mix of subject experts + strong editors + technical SEO/AIO specialists, rather than traditional content writers alone." }, { "day": "2026-09-05", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that AI systems are likely to retrieve, cite, quote, or use as evidence in answers, there\u2019s a growing specialty around this.\nThe people/companies doing it generally fall into five groups:\n\nAEO/GEO agencies \u2014 specialists in Answer Engine Optimization / Generative Engine Optimization. They create and restructure content specifically to become a source for ChatGPT, Google AI Overviews, Perplexity, Gemini, etc. Examples include Conduit Digitalconduitdigital.us, Veza Digitalvezadigital.com, and GreenBanana SEOgreenbananaseo.com. \n\nResearch-driven content strategists \u2014 they produce original data, surveys, studies, comparisons, benchmarks, expert analysis, and proprietary frameworks. This is particularly valuable because AI systems need evidence, not just another generic SEO article.\nSubject-matter experts + editorial teams \u2014 physicians, lawyers, engineers, financial experts, academics, journalists, etc., working with professional writers/editors. Their advantage is first-hand expertise and credibility.\nDigital PR / authority-building firms \u2014 they get a company, expert, or research cited by reputable third-party publications and organizations. That broader web footprint can matter because AI systems synthesize information from multiple sources.\nTraditional SEO/content agencies adding GEO/AEO \u2014 technically strong SEO teams are adapting their content architecture, internal linking, structured data, crawling/accessibility, and topical authority for AI search.\n\nWhat actually makes content \u201csource-worthy\u201d?\nThe important distinction is that there is no magic \u201cAI Overview article\u201d format. Google says AI Overviews provide answers synthesized from a range of sources, while OpenAI says ChatGPT Search ranks results using multiple factors and does not guarantee placement. \n\nThe strongest content tends to have:\n\nOriginal information \u2014 proprietary research, statistics, experiments, customer data, firsthand experience.\nClear answers to specific questions \u2014 easy for an AI system to retrieve and accurately summarize.\nStrong authorship and expertise \u2014 identifiable experts rather than anonymous, generic copy.\nEvidence and citations \u2014 claims backed by primary or authoritative sources.\nDistinctive opinions or analysis \u2014 something beyond what hundreds of other pages already say.\nGood technical accessibility \u2014 AI crawlers need to actually be able to discover the material. For ChatGPT specifically, OpenAI says sites should allow OAI-SearchBot to crawl them. \n\nThird-party corroboration \u2014 reputable sites independently discussing, citing, or referencing the same entity/expertise.\n\nAnd this is increasingly about being the source behind the answer, rather than merely ranking #1 on Google. That's essentially the distinction agencies now make between traditional SEO and AEO/GEO. \n\nIf you're asking because you want to hire someone to create this kind of content for your company, I can also give you a shortlist of the best agencies/freelancers doing ChatGPT + Google AI Overview content in 2026, including typical pricing and what I'd look for to separate legitimate GEO work from SEO agencies simply rebranding their services." }, { "day": "2026-09-05", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "\u201cSource-worthy content\u201d for ChatGPT and Google AI Overviews is usually created by organizations and people who produce credible, useful, well-structured information that AI systems can retrieve, understand, and trust. There is no single company or group that writes content for ChatGPT or AI Overviews; rather, these systems draw from a broad ecosystem of publishers, experts, businesses, communities, and reference sources. \n\nThe main creators include:\n1. Expert publishers and professional organizations\nThese create authoritative content in fields where accuracy matters:\n\nUniversities and researchers\nMedical organizations\nGovernment agencies\nIndustry associations\nProfessional experts writing guides, reports, and analyses\n\nExamples:\n\nResearch papers\nTechnical standards\nRegulatory guidance\nExpert explainers\n\nThese sources tend to perform well because they demonstrate expertise and are often cited by other reputable sources.\n2. Established media and editorial publishers\nNews organizations and specialist publications create content AI systems often use for current events, explanations, and comparisons.\nExamples:\n\nInvestigative journalism\nProduct reviews\nIndustry analysis\nHow-to explainers\n\nAI systems often favor pages that clearly answer a question and provide evidence or attribution. \n\n3. Companies creating first-party knowledge\nBusinesses increasingly create content that explains their products, services, and industries:\n\nDocumentation\nResearch reports\nCase studies\nFAQs\nTechnical guides\nProduct pages\n\nA company\u2019s own website is only one part of the picture, though. AI systems also look at third-party validation, reviews, communities, and independent references. \n\n4. Community contributors\nA large amount of useful knowledge comes from communities:\n\nForums\nQ&A sites\nUser reviews\nDiscussion boards\nDeveloper communities\n\nFor example, community discussions can provide practical experience that is difficult to capture in formal documentation. Studies of AI citations have found strong representation from community and social sources, though the mix differs between ChatGPT and Google AI Overviews. \n\n5. Reference and knowledge-base creators\nThese include:\n\nEncyclopedias\nOpen knowledge projects\nDatabases\nDocumentation repositories\n\nThey are valuable because they provide structured, factual information.\n6. Video and multimedia creators\nEspecially for Google\u2019s ecosystem, videos and visual content can become sources for AI-generated answers when they contain useful explanations, demonstrations, or reviews. \n\n\nWhat makes content \u201csource-worthy\u201d for AI?\nContent is more likely to be surfaced when it has:\n\nClear answers \u2014 directly addresses a question users ask\nOriginal expertise \u2014 firsthand experience, data, research, or analysis\nAccuracy and citations \u2014 supported claims and references\nStrong structure \u2014 headings, lists, definitions, tables, FAQs\nFreshness \u2014 updated information when facts change\nEntity clarity \u2014 clear names, organizations, products, authors, dates\nAccessibility \u2014 readable pages that search systems can crawl and interpret\n\n\nA useful way to think about it: AI systems do not primarily reward content that is written \u201cfor AI\u201d; they reward content that is genuinely useful to humans and easy for machines to verify and extract. \n\nIf you mean this from a marketing/SEO perspective (e.g., \u201cwho should I hire or what type of content should my company create to get cited by ChatGPT and Google AI Overviews?\u201d), the answer is slightly different." }, { "day": "2026-09-05", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If you mean \u201cwho makes the kind of content that gets cited as a source by ChatGPT and Google AI Overviews?\u201d, the answer is: organizations and creators that publish authoritative, easily verifiable, reference-quality information. There is no single \u201cAI content creator\u201d group; the sources are usually a mix of publishers, experts, companies, institutions, communities, and databases. \n\nThe main types of source-worthy creators\n\n\nOriginal research organizations\n\nUniversities and research labs\nThink tanks\nIndustry research firms\nCompanies publishing proprietary studies, benchmarks, or datasets\n\n\n\nTrusted publishers\n\nNews organizations\nTrade publications\nSpecialist magazines\nFinancial, health, legal, and technology publishers\nThese often get cited because they provide editorial standards, expertise, and clear attribution. \n\n\n\n\nSubject-matter experts\n\nDoctors, engineers, academics, analysts, practitioners\nAuthors who explain complex topics with evidence and experience\n\n\n\nReference and knowledge platforms\n\nEncyclopedic resources\nStandards organizations\nGovernment agencies\nProfessional associations\n\n\n\nCompanies with deep expertise\n\nBrands that publish:\n\ntechnical documentation\nproduct research\nindustry guides\nbenchmarks\ncase studies\ntransparent comparisons\n\n\n\n\n\nCommunity-driven sources\n\nForums and discussion communities can become influential because they contain first-hand experiences and practical answers. Some citation studies have found strong representation of community platforms among AI citations, though patterns vary by engine and topic. \n\n\n\n\nWhat makes content \u201csource-worthy\u201d for AI systems?\nAI systems tend to favor pages that are:\n\n\nDirectly answerable\n\nA clear question and a clear answer near the top\n\n\n\nEvidence-backed\n\nData, citations, methodology, examples, named experts\n\n\n\nOriginal\n\nNew research, unique analysis, firsthand experience, proprietary information\n\n\n\nWell structured\n\nClear headings\nDefinitions\nTables\nFAQs\nConsistent terminology\n\n\n\nTrustworthy\n\nAuthor credentials\nTransparent ownership\nUpdated information\nAccurate claims\n\n\n\nEasy to interpret\n\nAI systems need content that can be reliably extracted and summarized. Technical accessibility and page structure matter alongside quality. \n\n\n\n\nExamples of creators who are often well positioned\n\nA cybersecurity company publishing annual threat research\nA university professor publishing a research-backed explainer\nA medical institution publishing patient education based on clinical evidence\nA software company maintaining authoritative documentation\nA financial publisher producing original market analysis\nA manufacturer publishing engineering specifications and testing results\n\nWho usually struggles to get cited?\n\nGeneric SEO articles rewritten from other websites\nAI-generated summaries without original information\nThin \u201ctop 10\u201d listicles with no expertise\nPages with unclear authorship or unsupported claims\nContent that answers a topic broadly but not a specific user question\n\nA useful mental model: AI citations are closer to being a trusted reference in a research answer than ranking first in a traditional search result. The winning content is usually the content that gives an AI system something valuable to quote, summarize, and defend. \n\nIf you\u2019re asking from a marketing/SEO perspective, the people who create this are often called GEO (Generative Engine Optimization) strategists, AI visibility specialists, content researchers, PR teams, and subject-matter experts." }, { "day": "2026-09-05", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "\u201cSource-worthy content\u201d for ChatGPT and Google AI Overviews is usually created by the same groups that have historically earned trust in search: publishers, experts, organizations, communities, and brands that produce accurate, useful, well-structured information. There is no single company or \u201cAI content creator\u201d that supplies answers. AI systems typically retrieve and synthesize information from many sources, then cite some of them. \n\nThe strongest sources tend to come from:\n1. Subject-matter experts and research organizations\nExamples:\n\nUniversities and researchers\nProfessional associations\nIndustry analysts\nGovernment agencies\nStandards organizations\n\nWhy they get cited:\n\nThey provide original data, methodology, definitions, and expert interpretation.\nTheir information is easier for AI systems to evaluate as authoritative.\n\n2. High-quality publishers and journalists\nExamples:\n\nNews organizations\nTrade publications\nInvestigative outlets\nSpecialized industry media\n\nWhy they get cited:\n\nThey create original reporting and explain complex topics clearly.\nAI systems often favor content that answers specific questions with evidence. \n\n\n3. Reference and knowledge sources\nExamples:\n\nEncyclopedias\nEducational sites\nDocumentation libraries\nPublic databases\n\nCommonly cited examples include Wikipedia and other reference-style resources, especially for factual background. \n\n4. Companies creating genuinely useful information\nExamples:\n\nProduct documentation\nTechnical guides\nResearch reports\nCase studies\nPricing and comparison pages\nOriginal surveys\n\nA company\u2019s own marketing copy is usually less valuable than content that helps people make decisions or solves real problems. Some studies suggest AI citations often come from third-party sources rather than a brand\u2019s own website, meaning reputation outside your site matters. \n\n5. Communities and user-generated sources\nExamples:\n\nForums\nReview platforms\nVideo platforms\nProfessional communities\n\nThese can be important because they contain firsthand experiences, practical answers, and discussions that may not exist elsewhere. Research into AI citations has found community sources such as Reddit and YouTube can play a major role, depending on the query and AI system. \n\nWhat makes content \u201cAI-citable\u201d?\nCreators who want their work cited generally focus on:\n\nOriginal information \u2014 studies, surveys, experiments, benchmarks, firsthand reporting\nClear answers \u2014 directly answering questions users ask\nStrong evidence \u2014 citations, data, methodology, expert attribution\nGood structure \u2014 headings, definitions, tables, FAQs, concise explanations\nTopical authority \u2014 consistently publishing in a specific area\nTrust signals \u2014 identifiable authors, credentials, editorial standards, transparent updates\n\nFor a business trying to appear in ChatGPT or Google AI Overviews, the strategy is usually less \u201cwrite content for AI\u201d and more \u201cbecome a trusted source that humans and AI systems both rely on.\u201d \n\nIf you mean who should a brand hire to create this kind of content (SEO agency, PR firm, subject experts, journalists, etc.), that is a different answer." }, { "day": "2026-09-07", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If you mean GEO (Generative Engine Optimization) firms that emphasize third-party mentions, earned authority, citations, PR, and off-site credibility\u2014rather than only rewriting website content\u2014these are the firms most aligned with that approach:\nFirmWhy it fits a third-party authority / mentions focus\nRelevanceStrong fit if your goal is earned media, brand authority, and third-party citations. Its GEO positioning emphasizes AI authority engineering, digital PR, and external validation signals. \n\nCrackle PRPR-led GEO approach: focuses on getting brands mentioned in publications and sources that AI systems may use as references. \n\nGo Fish DigitalCombines GEO with digital PR, citation analysis, structured data, and AI visibility tracking. \n\nSiege MediaStrong on authority assets: original research, data-driven content, and digital PR designed to earn references. \n\nIntero DigitalExplicitly incorporates third-party mentions, earned media, directories, and authority signals into its GEO framework. \n\niPullRankMore technical, but relevant for enterprise brands needing entity authority, information retrieval optimization, and semantic relevance. \n\nOmniscient DigitalMore content- and authority-led: focuses on source-worthy content, topical authority, and brand/entity signals. \n\n\n\nA useful way to separate GEO vendors:\nBest if your problem is \u201cAI doesn\u2019t know or trust us\u201d\nPrioritize firms doing:\n\nDigital PR\nMedia placements\nExpert citations\nIndustry publication mentions\nReview/profile ecosystem work\nEntity building\n\nStrong matches:\n\nRelevance\nCrackle PR\nGo Fish Digital\nIntero Digital\n\nBest if your problem is \u201cwe lack citable expertise\u201d\nPrioritize:\n\nOriginal research\nData studies\nExpert-authored content\nThought leadership\nReference-worthy resources\n\nStrong matches:\n\nSiege Media\nOmniscient Digital\nAnimalz (content-led GEO) \n\n\nWhat to ask any GEO firm before hiring\nAsk for evidence of:\n\nNew third-party mentions they created or influenced (not just website edits).\nCitation growth in ChatGPT/Perplexity/Gemini for target prompts.\nA source-gap analysis showing which competitors are being cited and why.\nA plan for authority acquisition (PR, reviews, communities, publications, partnerships).\nBefore/after AI visibility measurements, not only traditional SEO rankings.\n\nMany agencies now market \u201cGEO,\u201d but the firms most focused on authority understand that AI systems often rely on the broader web ecosystem\u2014not just a company\u2019s own site." }, { "day": "2026-09-07", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If you mean GEO (Generative Engine Optimization) firms that specifically work on third-party mentions, earned authority, and being cited by AI systems, you want firms that go beyond schema/content optimization and have capabilities in digital PR, entity authority, source building, reviews, citations, and external validation. GEO strategies increasingly emphasize third-party sources because AI systems often rely on trusted external references when forming answers. \n\nFirms with a stronger third-party authority / mentions focus include:\nFirmThird-party authority focusBest fit\nEnleafDigital PR, expert positioning, original research, and building independent validation signals for AI visibility. \nBrands needing reputation and authority building\nSiege MediaResearch-led content, data journalism, digital PR, and earning external citations/mentions. \nSaaS, enterprise content authority programs\nGo Fish DigitalGEO combined with reputation management, authority signals, and data-driven visibility work. \nBrands with reputation or category-positioning needs\niPullRankTechnical GEO, semantic/entity work, and AI search strategy; often paired with authority-building efforts. \nComplex sites and enterprise SEO teams\nOmniscient DigitalB2B SaaS content systems designed around expertise, authority, and AI visibility. \nB2B SaaS companies\nFirst Page SageThought leadership, authoritative content, and visibility programs aimed at becoming a trusted source. \nEnterprise B2B\nDirectiveEnterprise SEO/GEO programs with content authority and AI visibility components. \nLarger B2B companies\nTripleDartExplicitly includes third-party authority work such as G2, review sites, Reddit, Wikipedia signals, and digital PR. \nSaaS companies seeking buyer-trust signals\n\n\nWhat to look for if third-party authority is the priority\nA GEO firm should be able to show work in:\n\nDigital PR / earned media \u2014 getting your brand mentioned in publications AI systems already trust.\nIndependent listicles and comparisons \u2014 \u201cbest X,\u201d \u201calternatives to Y,\u201d and category roundups are common AI citation sources.\nReview ecosystem optimization \u2014 platforms such as G2, Capterra, industry directories, and reputable review sources.\nEntity authority building \u2014 consistent brand, founder, product, and category information across the web.\nCitation tracking \u2014 measuring whether ChatGPT, Perplexity, Gemini, and similar systems actually mention/cite the brand. \n\n\nA useful filter: ask a GEO firm \u201cWhat third-party sources have you helped clients earn mentions in, and can you show before/after AI citation data?\u201d Firms that only discuss schema, prompts, or website content are usually doing only one layer of GEO. \n\nIf you are evaluating vendors specifically for B2B SaaS, local businesses, enterprise brands, or reputation repair, the shortlist changes quite a bit." }, { "day": "2026-09-07", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that emphasize off-site authority\u2014third-party mentions, earned media, citations, directories, reviews, and corroboration\u2014rather than just optimizing your own website, these stand out:\n\nCrackle PR \u2014 probably the most PR-centric option. Its positioning is explicitly built around earned third-party mentions as a core GEO signal, with a published starting retainer of $12K/month. \n\nIntero Digital \u2014 has a defined \u201cauthority\u201d pillar that includes third-party mentions, earned media, high-quality backlinks, G2/Crunchbase listings, etc. \n\nElixirr Digital \u2014 explicitly offers third-party placements on trusted industry platforms, reviews, and \u201cbest-of\u201d lists as part of its GEO approach. \n\nKiyado \u2014 specifically describes third-party citation building, securing mentions on the high-authority domains AI engines use to substantiate answers. \n\nRankSiege & Co. \u2014 unusually explicit about a \u201ccitation network\u201d involving third-party mentions, directories, PR and third-party articles, plus digital PR for LLMs. \n\nMeasure Marketing Results \u2014 combines GEO with third-party authority, citation engineering, brand sentiment/E-E-A-T and prompt-level tracking. \n\nWildfire Media \u2014 takes an especially strong position that many AI citations come from directories, reviews, communities and industry publications, and builds its GEO strategy around those external sources. \n\nPosition Digital \u2014 worth looking at for B2B SaaS; a 2026 comparison specifically characterizes its GEO approach as off-site citation placements in the roundups AI engines already quote. \n\nSiege Media \u2014 more established as a content/digital-PR authority shop; industry comparisons highlight its use of research assets, editorial mentions and PR-backed authority for GEO. \n\n\nMy shortlist\nIf third-party authority is the primary objective, rather than technical GEO, I'd narrow it to:\n\nCrackle PR \u2014 strongest PR/earned-media orientation.\nKiyado \u2014 strongest explicit \u201cget mentioned on the sources AI trusts\u201d positioning.\nRankSiege \u2014 broad citation-network + digital PR approach.\nIntero Digital \u2014 more established full-service agency with authority as one component.\nElixirr Digital \u2014 particularly interesting for reviews, industry sites and best-of lists.\n\nThe important distinction is that \u201cGEO\u201d is increasingly being used as an umbrella term. Some firms mostly mean technical SEO + AI-readable content + schema. The firms above are more relevant if your thesis is that AI models need independent corroboration of a brand across the web. Decipher, for example, explicitly describes corroboration across independent sources as important to GEO. \n\nIf you're evaluating these firms as potential competitors/partners, I can also build a 20\u201330 firm landscape specifically ranked by how much of their offering is third-party mentions/PR vs. on-site GEO, including pricing, target customer, and their specific authority-building tactics." }, { "day": "2026-09-07", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that specifically work on third-party mentions, earned media, citations, and authority signals\u2014rather than just adding schema and rewriting website content\u2014the strongest fits I found are:\n\nIntero Digital \u2014 particularly strong on integrated digital PR + brand mentions + entity authority. Their GEO framework explicitly includes third-party mentions, earned media, directories, and community engagement. \n\nEnleaf \u2014 unusually explicit that independent third-party validation is central to GEO, using digital PR, expert positioning, original research, and brand-mention building. \n\nRelevance \u2014 positioned around AI Authority Engineering, digital PR, earned media, and third-party citations. It looks particularly relevant if reputation/category authority is the primary objective. \n\nSiege Media \u2014 strong combination of original research, data-driven content and Digital PR designed to create citation-worthy assets and external authority. \n\nLandis Communications \u2014 more PR-led than technical-GEO-led. Its GEO offering explicitly focuses on trust, authority and third-party validation through PR. \n\nVolume PR \u2014 very focused on the earned-media side of GEO, including high-authority brand mentions, citations and expert placements. \n\n21 Degrees \u2014 explicitly combines PR and SEO and describes its GEO process as building mentions across the trusted sources AI systems use. \n\nPOLARIS \u2014 particularly interesting if you want off-site GEO: AI citation-footprint audits, earned mentions, unlinked-mention reclamation, third-party profiles, reviews, communities, Wikipedia/Wikidata, etc. \n\n\nMy shortlist for this specific need\nIf third-party authority is the core requirement, rather than technical GEO, I'd put them roughly into these buckets:\nFirmThird-party authorityDigital PRTechnical GEOBest fit\nEnleaf\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50Authority/mentions-first\nIntero Digital\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50Full-service enterprise\nRelevance\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50AI authority + PR\nPOLARIS\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50Off-site GEO/citations\nSiege Media\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50Research + earned media\nVolume PR\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50PR-led GEO\nLandis\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50Reputation/PR-led GEO\n21 Degrees\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50\u2b50UK/integrated GEO\n\nOne important distinction: not all \u201cGEO agencies\u201d actually build the external information environment around a brand. Some primarily optimize the company's own site for retrieval. For your stated objective, I'd specifically ask prospective firms to show their process for earning independent mentions in sources that AI engines already cite, rather than simply promising more \u201cAI citations.\u201d That distinction is important because GEO increasingly involves the broader web\u2014publications, communities, directories, reviews, and other corroborating sources\u2014not just the client's website. \n\nIf you tell me your industry and target market, I can narrow this to the 5 firms most likely to actually move third-party AI visibility, including what each one appears to do differently and what I'd ask them in an RFP." }, { "day": "2026-09-07", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that specifically work on third-party mentions, earned authority, citations, digital PR, and \u201cbeing recommended by AI engines\u201d (rather than only technical SEO/schema), the strongest fits tend to be agencies with PR, content authority, and entity-building capabilities. \n\nGEO firms with a strong third-party authority focus\nFirmThird-party authority angleBest fit\nEnleafEmphasizes \u201cauthority engineering,\u201d digital PR, expert positioning, original research, and independent validation as GEO inputs. \nBrands needing reputation building and AI trust signals\nSiege MediaStrong background in data-driven content, digital PR, research assets, and earning references from external sources. \nSaaS, enterprise content programs, category leadership\nGo Fish DigitalCombines GEO with reputation, digital PR, technical analysis, and AI visibility measurement. \nBrands where reputation and mentions matter\niPullRankKnown more for technical/entity-side GEO, but often included among GEO specialists with authority and AI search expertise. \nComplex sites and enterprise SEO environments\nFirst Page SageFocuses heavily on thought leadership, authoritative content, and B2B brand recognition. \nEnterprise B2B companies\nOmniscient DigitalStrong content strategy orientation, especially for B2B SaaS; GEO work often connects content authority with AI visibility. \nSaaS companies with mature content teams\nDirectiveEnterprise B2B focus, combining content, SEO, and AI search visibility programs. \nLarger B2B tech companies\nTripleDartExplicitly discusses third-party authority via review sites, Reddit, Wikipedia-style signals, and digital PR. \nSaaS brands seeking AI citations\n\n\nWhat to look for if third-party authority is the priority\nA GEO firm that is genuinely focused on authority should usually offer:\n\nDigital PR / earned media outreach \u2014 getting mentioned in publications, industry sites, and trusted sources.\nEntity authority building \u2014 making sure your company, founders, products, and categories are consistently represented across the web.\nReview ecosystem work \u2014 improving presence on sources AI systems frequently consult (industry directories, review platforms, communities).\nCitation gap analysis \u2014 identifying where competitors are mentioned by AI systems and you are absent.\nOriginal research/content assets \u2014 studies, benchmarks, data, and expert commentary that other sites naturally cite.\n\nThe reason this matters: research into GEO has found that AI search systems often rely heavily on earned media and third-party authoritative sources, not just a brand\u2019s own website. \n\nA useful shortlist if your main goal is \u201cget ChatGPT/Perplexity/Gemini to mention us more often\u201d would be:\n\nEnleaf \u2014 authority + PR-heavy GEO approach. \n\nSiege Media \u2014 research/content-driven authority building. \n\nGo Fish Digital \u2014 GEO plus reputation/measurement. \n\nTripleDart \u2014 explicit third-party citation network approach. \n\nFirst Page Sage \u2014 enterprise thought leadership. \n\n\nI would be cautious with firms that define GEO only as schema markup + AI-friendly blog posts; those are useful foundations, but they usually do not address the external authority signals that influence citations." }, { "day": "2026-09-07", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If you mean GEO (Generative Engine Optimization) firms that emphasize third-party mentions, earned authority, digital PR, citations, and \u201cbeing referenced by AI engines\u201d rather than only technical/schema work, these are the kinds of firms to look at: \n\nGEO firms with a strong third-party authority focus\n\n\nThird Hemisphere \u2014 PR-led GEO approach. Their positioning centers on earning citations through authoritative external sources, media coverage, entity consistency, and measuring AI answer visibility. \n\n\n\nEnleaf \u2014 Focuses on \u201cconsensus signals\u201d and authority building, including digital PR, expert positioning, original research, and third-party brand mentions as inputs to AI visibility. \n\n\n\nSiege Media \u2014 Known more broadly for content marketing and earned links; GEO evaluations often highlight firms like Siege for citation-worthy content and digital PR capabilities. \n\n\n\nTotal Authority \u2014 Positions its GEO work around external corroboration, authority signals, measurement, and integrating digital PR into the GEO process. \n\n\n\nCrackle PR \u2014 A PR-first GEO model focused on media mentions and earned authority rather than purely onsite optimization. \n\n\n\nFirst Page Sage \u2014 More thought-leadership/content authority oriented; relevant when the goal is to become a recognized source that AI systems can cite. \n\n\n\nWhat to look for in a GEO authority partner\nA firm genuinely focused on third-party authority should usually offer:\n\nDigital PR / earned media placements \u2014 getting your brand mentioned on independent sites.\nCitation-gap analysis \u2014 finding which sources AI systems cite for your competitors but not you.\nEntity authority work \u2014 making sure your company, experts, products, and claims are consistently represented across trusted sources.\nOriginal research or data assets \u2014 content that other sites naturally reference.\nAI visibility measurement \u2014 tracking whether ChatGPT, Perplexity, Gemini, Claude, etc. mention or cite you for target prompts. \n\n\nA useful screening question for any GEO firm is: \u201cCan you show examples where your work increased independent third-party sources mentioning a client, not just improved the client\u2019s own website?\u201d Firms centered on authority should be able to answer that clearly. \n\nIf you\u2019re comparing vendors, I\u2019d separate them into three buckets: PR-led GEO, SEO/content-led GEO, and enterprise technical GEO\u2014because \u201cGEO agency\u201d currently covers very different approaches." }, { "day": "2026-09-09", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The people who diagnose why competitors are cited by AI assistants instead of your company usually fall under AI search visibility / Generative Engine Optimization (GEO) / Answer Engine Optimization (AEO) specialists. They combine skills from SEO, content strategy, digital PR, technical SEO, data analysis, and product marketing.\n\nThe right person or team depends on the root cause:\n\n1. AI visibility / GEO strategist\n\nBest for: \u201cWhy does ChatGPT/Claude/Perplexity mention competitors but not us?\u201d\n\nThey audit:\n\nWhich prompts trigger competitor citations\nWhich sources AI assistants rely on\nWhether your brand is missing from the knowledge ecosystem\nWhether competitors have stronger third-party authority\nWhether your pages are easy for AI systems to retrieve and quote\n\nThis is the closest equivalent to an \u201cAI SEO auditor.\u201d\n\n2. Technical SEO specialist\n\nBest for: \u201cOur information exists, but AI systems don\u2019t seem to find or use it.\u201d\n\nThey check:\n\nCrawlability and indexing\nStructured data/schema\nContent architecture\nInternal linking\nEntity signals (making it clear who your company is and what it does)\nDuplicate or conflicting information\n\n3. Content strategist / knowledge architect\n\nBest for: \u201cCompetitors have better answers than we do.\u201d\n\nThey examine whether your content:\n\nDirectly answers buyer questions\nContains comparisons, definitions, use cases, pricing, specs, proof points\nHas clear, quotable passages\nCovers the same topics AI assistants use when forming answers\n\nResearch into AI citation behavior suggests relevance, source positioning, completeness, and trust signals can influence which sources get cited.\n\n4. Digital PR / authority-building specialist\n\nBest for: \u201cAI trusts competitors more because everyone else talks about them.\u201d\n\nAI assistants often draw on:\n\nIndustry publications\nReviews\nAnalyst reports\nCommunity discussions\nPartner sites\nIndependent comparisons\n\nA company can have excellent owned content but still lose citations if competitors have stronger third-party credibility.\n\n5. Data analyst or AI visibility platform specialist\n\nBest for: \u201cWe need proof, not guesses.\u201d\n\nThey measure:\n\nCitation share vs. competitors\nPrompt-by-prompt performance\nWhich URLs are being cited\nWhich AI engines differ (ChatGPT vs. Gemini vs. Claude vs. Perplexity)\nWhether changes actually improve visibility\n\nBecause AI answers can vary between runs, repeated measurement is important rather than relying on a single screenshot or test.\n\nWhat to ask an expert to deliver\n\nA good diagnostic report should answer:\n\nWhich buyer questions produce competitor citations?\nWhich competitor URLs are being cited?\nWhy those pages are winning?\nIs the gap content, authority, technical accessibility, or brand/entity understanding?\nWhat specific pages or assets should we create or improve?\n\nSearch terms to find the right consultant:\n\n\u201cAI search visibility audit\u201d\n\u201cGEO consultant\u201d\n\u201cAEO strategist\u201d\n\u201cLLM SEO consultant\u201d\n\u201cAI citation analysis\u201d\n\u201cGenerative Engine Optimization audit\u201d\n\nIf this is for a company rather than personal curiosity, the person you probably want first is a GEO/AEO strategist who can run a competitor citation audit, then bring in SEO, content, PR, or engineering specialists based on the findings." }, { "day": "2026-09-09", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The people who diagnose this are usually AI search visibility / Generative Engine Optimization (GEO) specialists, often with backgrounds in SEO, content strategy, digital PR, information retrieval, or technical marketing. Their job is to determine why AI assistants cite competitors instead of your company and what evidence, content, or authority signals are missing.\n\nLook for someone with experience in these areas:\n\nAI visibility analysts (GEO/AEO consultants)\n\nThey run controlled prompt tests across systems like ChatGPT, Gemini, Perplexity, Claude, and AI search products, then compare:\n\nwhich competitors are mentioned\nwhich domains are cited\nwhich sources are being retrieved\nhow the AI describes your brand versus rivals\n\nTechnical SEO experts with AI search experience\n\nThey investigate whether AI systems can correctly understand your company entity, products, expertise, and relationships. Problems can include inconsistent company information, weak structured data, poor internal linking, or unclear topical authority.\n\nDigital PR / authority-building specialists\n\nAI systems often rely heavily on third-party sources, reviews, publications, communities, and expert references\u2014not just a company\u2019s own website.\n\nContent strategists who understand retrieval\n\nThey examine whether your pages answer the questions people ask AI assistants, whether information is easy for retrieval systems to extract, and whether competitors provide clearer evidence. Research into citation behavior suggests relevance, source positioning, freshness, and completeness can affect which sources get cited.\n\nA good diagnostic engagement should produce something like:\n\nPrompt benchmark\n\n\u201cWho are the best providers for X?\u201d\n\u201cCompare Company A vs Company B\u201d\n\u201cWhat tools/services solve Y?\u201d\n\nCitation gap report\n\nAI answer\ncited sources\ncompetitor citations\nmissing citations for your brand\n\nRoot-cause analysis\n\nAre competitors more authoritative?\nDo they have better third-party coverage?\nIs your content harder to retrieve?\nDoes AI misunderstand your brand/entity?\n\nFix roadmap\n\ncontent changes\ntechnical fixes\nPR/authority improvements\nstructured data/entity improvements\n\nWhen hiring, avoid anyone who only promises \u201cgetting ChatGPT to rank you\u201d or guaranteed citations\u2014AI outputs are probabilistic, and reputable practitioners generally focus on improving the signals that make a brand more likely to be retrieved and cited.\n\nSearch terms that will find the right type of person:\n\n\u201cGEO consultant\u201d\n\u201cAI search visibility audit\u201d\n\u201cLLM citation analysis\u201d\n\u201cAI answer engine optimization\u201d\n\u201cgenerative engine optimization agency\u201d\n\nIf you tell me your industry and which AI assistants are citing competitors (ChatGPT, Gemini, Perplexity, etc.), I can suggest what type of specialist you need and what questions to ask them." }, { "day": "2026-09-09", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "Yes. The people you want are usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI-search optimization specialists\u2014but I\u2019d look specifically for someone who can diagnose citation gaps, not just sell \u201cAI SEO.\u201d\n\nA good diagnostic engagement should answer:\n\nWhich prompts cause ChatGPT, Gemini, Perplexity, Claude, or Google AI Overviews to cite competitors instead of you.\nWhich sources those assistants are using when they recommend your competitors.\nWhy those sources are winning: authority, factual coverage, reviews, comparisons, third-party mentions, content structure, freshness, etc.\nWhether the problem is your site/content or a lack of third-party corroboration.\nWhat specific pages, content, PR, listings, or authoritative references could change the result.\nWhether you're getting mentions vs. actual citations/links\u2014those are different metrics.\n\nThis is now a distinct enough discipline that there are both agencies and specialized AI-visibility platforms. For example, current industry research distinguishes monitoring tools from agencies that actually implement changes.\n\nWho I'd shortlist\n\nA specialized GEO/AEO agency if you want someone to diagnose and fix the problem. Current 2026 agency research includes firms such as iPullRank, Siege Media, NoGood, Animalz, Omniscient Digital and others.\n\nAn AI-visibility/GEO platform + an experienced SEO/content strategist if you have an internal marketing team. Platforms can show prompt-by-prompt citation and competitor data, while your team implements the fixes.\n\nAn independent AI-search strategist/consultant if you primarily need a forensic audit before committing to an agency.\n\nOne important point: don't hire someone merely because they promise to \u201cget you cited by ChatGPT.\u201d AI answers are probabilistic, and there is no deterministic ranking position to buy.\nGoogle likewise explains that its AI search experiences retrieve relevant web content through its underlying search systems.\n\nIf you give me your company/website and 2\u20135 competitors, I can do a preliminary forensic analysis of why the competitors are more likely to be cited and what kind of specialist you'd actually need." }, { "day": "2026-09-09", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The people who diagnose this are usually AI visibility / Answer Engine Optimization (AEO) / Generative Engine Optimization (GEO) specialists, often working alongside SEO, content strategy, digital PR, and analytics teams. The discipline focuses on understanding why AI systems mention, recommend, or cite one brand over another.\n\nThe best fit depends on what you need diagnosed:\n\n1. GEO/AEO consultant or agency (most direct fit)\n\nThey analyze:\n\nWhich prompts cause competitors to appear\nWhich sources AI assistants are citing\nWhether competitors have stronger evidence, reviews, comparisons, or category associations\nWhether your pages are understandable and \u201ccitable\u201d by AI systems\n\nThey typically run prompt portfolios across assistants such as ChatGPT, Gemini, Claude, and Perplexity and compare citation share.\n\n2. SEO strategist with AI-search expertise\n\nA strong technical SEO person can diagnose:\n\nCrawl/indexing problems\nWeak information architecture\nMissing structured data\nPoor topical coverage\nLack of authoritative pages\n\nHowever, traditional SEO alone may not explain why an AI answer cites a competitor\u2019s review page, comparison article, or third-party source instead of your site.\n\n3. Digital PR / reputation specialist\n\nAI assistants often rely on external evidence, not just your website. A reputation specialist can investigate:\n\nIndustry publications\nReviews\nAnalyst mentions\nCommunity discussions\nPartner pages\nDirectory profiles\n\nA competitor may win because the public web contains more supporting evidence for them.\n\n4. Content strategist or product marketer\n\nThey diagnose messaging gaps:\n\nDoes your site clearly explain who you serve?\nAre your differentiators explicit?\nDo you have comparison pages?\nAre customer outcomes documented?\nAre important claims backed by proof?\n\nA common issue is that competitors have clearer buyer-facing evidence, even if your product is better.\n\n5. Data/AI visibility analyst\n\nFor larger companies, this may be an internal analytics role or vendor using AI visibility monitoring. They measure:\n\nMention rate\nCitation rate\nCompetitor share of AI answers\nWhich URLs get cited\nWhich prompts you lose\n\nTools can help find patterns, but they cannot see an AI provider\u2019s private ranking logic; a good diagnosis should be framed as evidence-based hypotheses rather than certainty.\n\nWhat to ask for when hiring someone\n\nAsk for an AI citation gap audit, not just \u201cAI SEO.\u201d The deliverable should include:\n\nA list of buyer prompts where competitors win\nThe exact citations AI used for competitors\nWhy those sources appear more authoritative/relevant\nMissing or weak evidence on your side\nA prioritized remediation plan\n\nA good diagnostic question is: \u201cFor which customer questions do we lose to competitors, what evidence does the AI use to justify that choice, and what specific evidence gap can we close?\u201d\n\nIf you tell me your industry (SaaS, ecommerce, healthcare, local services, etc.) and which AI assistants you care about (ChatGPT, Gemini, Perplexity, AI Overviews), I can suggest the type of specialist to hire and what their audit should contain." }, { "day": "2026-09-09", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The person you want is usually a Generative Engine Optimization (GEO) / AI-search visibility specialist\u2014ideally someone who combines technical SEO, content strategy, digital PR, and competitive AI-citation analysis.\n\nThey should be able to answer a much more specific question than \u201cHow do we rank better?\u201d:\n\n\u201cFor the exact prompts our customers ask, why does ChatGPT/Perplexity/Google AI/Claude retrieve and cite competitors instead of us?\u201d\n\nThat distinction matters because AI systems can use different retrieval methods and sources, and Google explicitly notes that AI Overviews and AI Mode can show different responses and links.\n\nWhat the diagnosis should cover\n\nA good GEO audit should compare your site against the specific competitors that AI actually cites, looking at:\n\nRetrieval: Is your relevant content being found at all?\nCitation-worthiness: Is there a clear passage the AI can confidently use as evidence?\nTopical relevance: Does your page answer the exact question better or worse?\nAuthority/trust: Are competitors supported by stronger third-party sources, reviews, publications, or links?\nEntity clarity: Does the web consistently establish who you are, what you offer, where you operate, and who you serve?\nFreshness: Is competitor information newer or better maintained?\nThird-party evidence: Are AI assistants learning about your competitors from directories, reviews, media, forums, and other sites where you're underrepresented?\nEngine differences: Why does the problem occur on ChatGPT but perhaps not Google, Perplexity, or another assistant?\n\nRecent research specifically supports doing this as a citation-failure diagnosis, rather than blindly rewriting pages. One 2026 study found that targeted diagnosis and repair could substantially improve citation rates while changing relatively little content.\nAnother controlled study found topical relevance and retrieval position to be particularly important factors in which source gets cited.\n\nWho I'd hire\n\nLook for one of these:\n\nGEO/AEO consultant or specialist agency \u2014 best fit if AI citations are the primary problem.\nSenior technical SEO + GEO strategist \u2014 best if you suspect crawl/indexation, architecture, schema, or content issues.\nDigital PR/content authority specialist with GEO expertise \u2014 especially important if competitors are being cited because they have much stronger third-party coverage.\nAI-search intelligence platform + human strategist \u2014 useful for monitoring hundreds of prompts and competitors, but the software alone isn't the diagnosis.\n\nFor example, there are now specialist GEO firms explicitly offering competitor citation analysis across AI engines, rather than simply traditional SEO reporting.\n\nThe key is not to hire someone who promises \u201cget cited by ChatGPT.\u201d Nobody can guarantee that. You want someone who can produce a competitor citation gap analysis showing exactly which prompts you lose, which sources the competitor wins with, and what evidence/content/authority gap explains each loss.\n\nIf you tell me what your company does and your main competitors, I can also help you figure out what type of specialist you need and what questions to ask them before hiring them." }, { "day": "2026-09-09", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "You\u2019re looking for a Generative Engine Optimization (GEO) / AI-search visibility specialist, not just a conventional SEO consultant.\n\nThey should be able to diagnose why ChatGPT, Perplexity, Gemini, Claude, or Google AI Overviews cite competitors instead of your company, then trace the answer back to the underlying sources and content gaps. Current research suggests this is a distinct problem from traditional rankings: relevance, source position, freshness, completeness, and trust signals can all affect which source gets cited.\n\nWho I'd look for\n\nA GEO/AEO consultant or agency \u2014 specifically one that measures citation share of voice against named competitors, rather than promising vague \u201cAI rankings.\u201d\nAn AI visibility intelligence platform \u2014 useful for first diagnosing the problem yourself. Tools such as BrandCitedbrandcited.ai and CitePrismciteprism.com show the actual AI answers, competitors mentioned, and sources cited.\nA specialist GEO agency \u2014 for example, Sharply Labs' GEO servicesharplylabs.com explicitly offers competitor citation tracking, source seeding, crawlability work, and prompt-level measurement.\nA combined SEO + digital-PR team \u2014 particularly if the diagnosis shows that competitors are winning because AI systems have more authoritative third-party sources about them. Current GEO practice increasingly combines technical accessibility, citable content, entity information, and third-party credibility.\n\nWhat a good diagnosis should answer\n\nAsk them to produce a report showing:\n\nWhich prompts cause competitors to appear instead of you.\nWhich competitors win those prompts.\nExactly which URLs/sources the AI cites for those competitors.\nWhether your problem is retrieval, authority, content, entity recognition, freshness, or technical crawlability.\nWhich pages you have that could be cited but aren't.\nWhich third-party sites\u2014reviews, comparison sites, industry publications, Reddit, etc.\u2014are shaping the AI's answer.\nA prioritized list of changes, followed by re-testing the same prompts to see whether citation share actually changes.\n\nI would not hire someone merely because they call themselves an \u201cAI SEO\u201d expert. The strongest diagnostic approach is evidence-based: fixed buyer prompts, multiple AI engines, competitor benchmarking, actual cited URLs, and before/after measurements.\n\nIf you give me your company/website and 2\u20135 competitors, I can also investigate this directly and identify who is being cited, what sources they're winning with, and the likely reasons you're losing the AI answers." }, { "day": "2026-09-11", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Agencies that help brands earn citations from AI assistants usually position themselves around Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), AI Search Optimization, or LLM Optimization (LLMO). Their goal is not to \u201crank #1\u201d in a traditional search engine, but to increase the chance that systems like ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews mention or cite a brand as a trusted source.\n\nSome agencies in this space include:\n\nSearch Agency AI Search Optimizationsearch.agency \u2014 Focuses on GEO/AEO programs, AI visibility tracking, citation share, and content/entity optimization across ChatGPT, Gemini, Perplexity, and AI Overviews.\n\nM+C Saatchi Performance GEO & AI Searchmcsaatchiperformance.com \u2014 Offers GEO and AI search services combining content, entity development, structured data, and measurement of AI citations.\n\nCitationLab GEO Agencycitationlab.ai \u2014 Specializes in tracking and improving AI citations, particularly around generative search visibility and source selection.\n\nMomentence AEO Agencymomentence.com \u2014 Works on answer-focused content, entity signals, AI crawler access, and citation monitoring.\n\nVeza Digital AEO & GEOvezadigital.com \u2014 Focuses on B2B brands, AI interpretation of websites, structured data, and monitoring AI-generated recommendations.\n\nTraffiy AEO Agency USAtraffiy.com \u2014 Provides AEO/GEO services including prompt tracking, content restructuring, schema work, and citation reporting.\n\nRank Prompt GEO & AEO Directoryrankprompt.com \u2014 Maintains a directory of agencies offering GEO/AEO services and describes citation-building as a core part of AI visibility work.\n\nLarger SEO/content agencies are also adding AI visibility offerings. Examples frequently discussed in GEO/AEO roundups include iPullRank, Single Grain, NoGood, and Siege Media.\n\nWhen evaluating an agency, look for these capabilities:\n\nCitation measurement: Do they track whether your brand appears in actual AI answers, not just rankings?\nPrompt monitoring: Do they define the customer questions they are optimizing for?\nThird-party authority building: Do they improve mentions in reviews, directories, publications, and industry sources? AI systems often rely heavily on external sources when forming answers.\n\nEntity optimization: Do they improve how AI systems understand your company, products, experts, and relationships?\nNo guarantees: A credible agency should not promise guaranteed ChatGPT citations because AI outputs change and no outside company controls model responses.\n\nIf you mean agencies that specifically do PR/outreach to earn third-party citations (rather than technical GEO optimization), that is a narrower category and overlaps heavily with digital PR and authority-building firms." }, { "day": "2026-09-11", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The emerging category is usually called Generative Engine Optimization (GEO), AI Search Optimization, or AEO. These agencies try to increase the likelihood that ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, and similar systems mention, recommend, or cite a brand.\n\nA few agencies worth evaluating:\n\nCitevoracitevora.com \u2014 specifically focused on AI citations, with engine-specific strategies for ChatGPT, Perplexity, Gemini, and Copilot.\n\nCitationLabcitationlab.ai \u2014 unusually focused on citation acquisition rather than just generic AI SEO; says it analyzes citations across Perplexity, Google AI Overview, ChatGPT and Gemini.\n\nSearch Agencysearch.agency \u2014 combines GEO/AEO with citation-share, sentiment and AI-attributed-traffic measurement.\n\nPromptMarketingpromptmarketing.com \u2014 positions itself as a specialist GEO agency covering ChatGPT, Gemini, Claude, Perplexity and Google AI.\n\nRed-engagered-engage.com \u2014 B2B-focused; combines technical GEO, citation-ready content and Reddit/third-party trust signals.\n\nPercepturepercepture.com \u2014 combines GEO with enterprise SEO and digital PR, including efforts to secure authoritative third-party placements that AI systems can cite.\n\nHigh Saliencehighsalience.com \u2014 aimed at established/category-leading brands, with emphasis on competitive AI visibility and revenue measurement.\n\nThe Enough Agencytheenough.agency \u2014 full-stack GEO covering content, entities, technical signals, off-site authority and citation tracking.\n\nOne important distinction\n\nThere are actually two related services that agencies sometimes lump together:\n\nGetting the brand recommended/mentioned \u2014 e.g. making ChatGPT answer \u201cWhat are the best X?\u201d with your brand.\nGetting the brand's website or third-party coverage cited as a source \u2014 e.g. having yourdomain.com appear among the citations underneath an AI answer.\n\nThe second is harder and more specifically aligned with what you're asking. CitationLab and Citevora are particularly explicit about this distinction.\n\nThere's also a growing role for digital PR and third-party authority. Recent industry research reported by Vogue/Launchmetrics suggests that a large majority of AI references can come from third-party editorial, influencer, review and other earned-media sources rather than the brand's own website.\n\nIf you're considering hiring one, I'd judge them primarily on before/after citation data for actual target prompts, not on claims like \u201cwe optimize your content for ChatGPT.\u201d AI responses are probabilistic, and reputable GEO firms themselves acknowledge that nobody can guarantee a particular citation.\n\nIf you tell me your industry, company size, and target market (US/global/etc.), I can shortlist the 5 best-fit agencies and compare their pricing, methodology, clients/case studies, and how credible their citation claims appear to be." }, { "day": "2026-09-11", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The emerging category is usually called Generative Engine Optimization (GEO), AI Search Optimization, or AI visibility. The agencies below specifically position themselves around getting brands mentioned, recommended, and/or cited by ChatGPT, Perplexity, Gemini, Google AI Overviews, Claude, and similar systems.\n\nAgencies worth evaluating\n\nRed-engagered-engage.com \u2014 Very focused on citation acquisition for B2B. They combine technical GEO, citation-ready content, entity work, and Reddit/third-party trust signals, explicitly targeting ChatGPT, Perplexity, and Gemini.\n\nCitationLabcitationlab.ai \u2014 Particularly interesting if your KPI is actual citations, rather than generic AI mentions. They track retrieval and citations and emphasize getting third-party sources talking about the brand.\n\nSharply Labssharplylabs.com \u2014 Takes a fairly comprehensive approach: entity/knowledge-graph optimization, citation-worthy content, third-party source seeding, crawlability, and citation share-of-voice measurement.\n\nPercepturepercepture.com \u2014 A more established SEO/PR-oriented agency that has added GEO. Its offering combines enterprise SEO, digital PR, structured data, content, and AI visibility measurement.\n\n5W5wpr.com \u2014 Interesting for larger consumer brands because it approaches AI citations through PR and earned media as well as GEO. It tracks 500+ brands across five AI engines and publishes an AI Visibility Index.\n\nRevliftrevlift.co \u2014 Focuses on multi-engine visibility across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews, with explicit tracking of mentions, citations, and share of voice.\n\nDoodleWebdoodleweb.io \u2014 Offers a more tactical GEO program covering entity pages, schema, directories, listicles and citation tracking across ChatGPT, Gemini, Perplexity and Claude.\n\nM+C Saatchi Performancemcsaatchiperformance.com \u2014 A larger agency option, positioning GEO/AEO/LLM visibility alongside broader performance marketing.\n\nThe important distinction\n\nIf by \u201cearn citations\u201d you mean \u201cget ChatGPT/Perplexity to actually link to or quote authoritative sources about my brand,\u201d I would prioritize agencies that do earned-media/source acquisition, not agencies that merely rewrite your website for AI.\n\nThat's because AI citations frequently come from third-party sources rather than the brand's own website. CitationLab, for example, reports that 87.4% of the citations in its analysis came from third parties.\nVogue/Launchmetrics similarly reports that more than 80% of AI references in its fashion analysis originated from editorial, influencer, and consumer sources.\n\nSo the strongest program typically looks like:\n\nAI prompt research \u2192 citation-gap analysis \u2192 authoritative content \u2192 digital PR/earned mentions \u2192 Reddit/review/community presence \u2192 entity/knowledge-graph cleanup \u2192 continual AI citation measurement.\n\nIf you tell me your industry and whether you're B2B or B2C, I can narrow this to the 5 agencies I'd actually shortlist, including pricing/reputation, notable clients, and which ones have credible evidence of increasing actual citations rather than just selling \u201cGEO.\u201d" }, { "day": "2026-09-11", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Agencies that help brands earn citations in AI assistants (ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, etc.) are usually called Generative Engine Optimization (GEO), AI Search Optimization, Answer Engine Optimization (AEO), or AI visibility agencies. Their work is less about \u201cranking #1\u201d and more about making a brand a trusted, retrievable source that AI systems mention, recommend, and cite.\n\nSome agencies active in this space include:\n\nAgency\nBest known for\nDirective\nEnterprise B2B SaaS visibility, combining SEO/content with AI search strategies.\n\nAnimalz\nExpert-led content systems that can support AI citations and authority building.\n\nGo Fish Digital\nTechnical SEO, digital PR, reputation, and AI visibility work.\n\nOmniscient Digital\nB2B SaaS content strategy and AI search-oriented content programs.\n\nIntero Digital\nEnterprise-scale SEO/content programs incorporating GEO approaches.\n\nSiege Media\nLarge-scale content production and authority-building campaigns.\n\niPullRank\nTechnical SEO, data, and complex site optimization that can support AI retrieval.\n\nQuality SMI\nExplicit GEO services focused on being cited by AI engines.\n\nSharply Labs\nGEO programs involving entities, citable content, and citation-source work.\n\nRankZero\nAI visibility tracking, citation building, schema, and answer-focused content.\n\nWhat these agencies typically do\n\nA serious AI citation program usually includes:\n\nAI visibility audits \u2014 testing prompts in ChatGPT, Perplexity, Gemini, etc., to see whether the brand appears and which competitors are cited.\n\nEntity optimization \u2014 making sure AI systems understand the brand, products, people, locations, and relationships consistently across the web.\n\nCitation-worthy content \u2014 creating pages with clear facts, original data, comparisons, FAQs, research, and expert information that models can extract.\n\nDigital PR and third-party authority building \u2014 earning mentions on sources AI systems tend to trust.\n\nMeasurement \u2014 tracking brand mentions, citations, recommendation frequency, and competitor share of voice across AI assistants.\n\nHow to evaluate one\n\nBefore hiring, ask for:\n\nExamples of actual AI citations they helped earn (not just SEO rankings).\nA measurement methodology showing how they track prompts and visibility.\nA source strategy explaining which sites, publications, communities, and datasets they target.\nClear separation between GEO and traditional SEO\u2014many agencies are simply rebranding existing SEO services.\n\nIf you share your industry (e.g., SaaS, ecommerce, healthcare, local business, enterprise B2B), I can narrow this to agencies that fit that category." }, { "day": "2026-09-11", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The emerging category is usually called Generative Engine Optimization (GEO), AI Search Optimization, or AI visibility. The goal isn't merely to get a brand mentioned by ChatGPT/Perplexity/Gemini; the stronger agencies specifically work to increase the probability that the assistant cites the brand or authoritative third-party sources about it.\n\nA few agencies worth evaluating:\n\n5W5wpr.com \u2014 A PR-led approach. 5W has a dedicated GEO practice and tracks brand citations across ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews. This is particularly interesting if your strategy depends on earned media and third-party authority, rather than just technical SEO.\n\niPullRankipullrank.com \u2014 A technical SEO/search agency that appears in a 2026 measurement-based ranking of AI-search visibility agencies. The cited study ranked it first among the agencies it evaluated.\n\nM+C Saatchi Performancemcsaatchiperformance.com \u2014 Offers GEO/AEO specifically around ChatGPT, Perplexity and Google AI Overviews, combining technical/entity work with content and AI.\n\nCitationLabcitationlab.ai \u2014 A specialist GEO shop explicitly focused on getting brands retrieved and cited by generative search. It claims to have analyzed 893,470 AI citations and emphasizes third-party citations such as reviews, directories and media.\n\nSearch Agencysearch.agency \u2014 Enterprise-oriented GEO/AEO agency that tracks citation share, sentiment and AI-attributed traffic and runs multi-market programs.\n\nSharply Labssharplylabs.com \u2014 GEO specialist focused on entity data, citable content and the third-party sources AI engines use.\n\nShowUpWithAIshowupwithai.com \u2014 A more specialized, done-for-you AI-search-visibility agency. It publishes case studies showing changes in citation rates across ChatGPT, Perplexity, Gemini and Google.\n\nAPG Agencyapg.agency \u2014 Particularly explicit about separating brand mentions from source citations and tracing which sources ChatGPT/Perplexity actually use.\n\nOne important distinction\n\nI'd divide the market into three camps:\n\nPR agencies \u2014 earn the third-party articles, reviews, expert mentions and other authority signals that AI systems can subsequently cite. This is increasingly important: recent research from Launchmetrics/5W and reporting around AI visibility suggests earned media can be a major source of AI references.\n\nTechnical GEO agencies \u2014 optimize entity information, site architecture, structured data, content and retrieval signals.\nHybrid agencies \u2014 do both, which is probably the most interesting option if your actual objective is \"make ChatGPT cite/recommend my brand.\"\n\nI'd be skeptical of any agency promising to guarantee citations. Even agencies selling this service acknowledge that no one controls an LLM's output; the realistic objective is to increase citation probability and measure it over time.\n\nIf you're looking to hire one, I can also narrow this to the 5 best agencies for your particular type of brand (B2B SaaS, consumer, ecommerce, local, enterprise, etc.) and compare pricing, methodology, clients, and evidence of actual citation gains." }, { "day": "2026-09-11", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The category is usually called Generative Engine Optimization (GEO), AI Search Optimization, Answer Engine Optimization (AEO), or LLM optimization. These agencies try to increase the odds that assistants such as ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews mention, recommend, or cite a brand.\n\nSome agencies worth evaluating:\n\nSearch Agencysearch.agency \u2014 Full-service AI search/GEO/AEO agency; tracks citation share, sentiment, traffic, and revenue. It appears particularly geared toward larger brands and multilingual/enterprise programs.\n\nRevliftrevlift.co \u2014 Focuses on multi-engine visibility across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews, with ongoing citation/share-of-voice tracking.\n\nSharply Labssharplylabs.com \u2014 Particularly interesting if you want the underlying source ecosystem addressed: entity optimization, citable content, third-party sources, Reddit, review sites, and technical crawlability.\n\nRed-engagered-engage.com \u2014 B2B-focused GEO agency combining technical GEO, citation-ready content, entity work, and Reddit-based trust signals.\n\nMeasure Marketing Resultsmeasuremarketing.com \u2014 Offers GEO specifically around getting cited in Claude, Gemini, ChatGPT, Perplexity, and AI Overviews, and reports a claimed 6.4\u00d7 average citation lift over 90 days.\n\nHigh Saliencehighsalience.com \u2014 Positions itself around established/category-leading brands and measures citations and recommendations against competitors on a query-by-query basis.\n\nM+C Saatchi Performancemcsaatchiperformance.com \u2014 A larger performance-marketing option combining GEO/AEO/LLM visibility with broader marketing capabilities.\n\nKiyadokiyado.com \u2014 Offers a broader GEO program including AI visibility audits and ongoing optimization across several AI engines.\n\nOne important distinction\n\nI'd be cautious about agencies selling this as simply \"getting citations.\" AI assistants don't have a conventional directory where an agency can submit a brand and buy a citation. The stronger programs work on the underlying evidence ecosystem:\n\nEntity clarity \u2014 making the brand unambiguous across the web.\nCitable first-party content \u2014 creating pages/data that models can readily extract.\nThird-party authority \u2014 earning mentions in publications, reviews, Reddit, industry sites, directories, etc.\nTechnical accessibility \u2014 ensuring AI crawlers can actually retrieve the information.\nCitation monitoring \u2014 repeatedly testing target prompts across AI engines.\nCompetitive displacement \u2014 identifying why competitors are being cited and creating stronger corroborating evidence.\n\nThat distinction matters because research around AI visibility increasingly points toward earned media and third-party references, rather than merely changing a website's copy. For example, Launchmetrics' analysis cited by Vogue found that more than 80% of AI references it studied came from editorial, influencer, and consumer sources.\n\nIf you're evaluating agencies to hire, I can also give you a shortlist of the 5 best agencies by budget (e.g. <$5k/mo, $5\u201315k/mo, $15k+), including what they actually do, evidence of results, and red flags to watch for." }, { "day": "2026-09-12", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A number of agencies now explicitly combine digital PR/earned media with AI search optimization\u2014usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI Search Optimization.\n\nHere are the ones I\u2019d put on a shortlist:\n\nSiege Media \u2014 Particularly strong if you want data-driven content + digital PR + GEO. Their model is heavily oriented around creating authoritative content and earning the third-party citations that AI systems can use.\n\nPolaris Agency \u2014 One of the clearest fits. Its GEO offering explicitly combines AI-search optimization, entity/knowledge-graph work, and digital PR for AI visibility, including earned mentions and citation-footprint analysis.\n\n21 Degrees Digital \u2014 Combines GEO/AEO with digital PR and citations, technical SEO, content, and AI-visibility tracking. A good option if you want the PR and technical sides under one roof.\n\nVolume PR \u2014 An especially interesting choice if PR is the center of gravity. They explicitly position themselves around integrating digital PR and SEO with AEO/GEO.\n\nPercepture \u2014 Combines GEO, AI visibility, structured content/schema, entity optimization, digital PR, citations and tracking. Seems particularly suited to B2B companies.\n\nAvenue Z \u2014 Strong PR-native option, particularly for B2B, fintech and emerging technology. Its approach combines AEO, digital PR, earned media and AI visibility.\n\nPureLinq \u2014 Interesting if your strategy can be built around original research/data \u2192 media coverage \u2192 authoritative links and mentions \u2192 AI visibility.\n\nAMP Public Relations \u2014 Explicitly combines PR, SEO and AI search optimization, with its framework incorporating AEO/GEO into media relations, thought leadership and messaging.\n\nFINN Partners \u2014 More of a large-enterprise communications option. Its GEO practice combines technical optimization, authoritative content, digital PR and thought leadership.\n\nPrecis \u2014 Combines AEO technical/content work with LLM authority building through digital PR and review profiles.\n\nMy take\n\nIf your goal is specifically \u201cget mentioned by journalists and become a brand that ChatGPT/Perplexity/Gemini recommend\u201d, I'd divide them like this:\n\nAgency\nPR strength\nAI-search/GEO\nBest fit\nPolaris\nHigh\nVery high\nIntegrated GEO + PR\nSiege Media\nVery high\nVery high\nContent + digital PR at scale\nAvenue Z\nVery high\nHigh\nPR-led B2B/tech\nVolume PR\nVery high\nHigh\nPR-first AI visibility\n21 Degrees\nHigh\nVery high\nUK/international\nPercepture\nHigh\nVery high\nB2B + technical GEO\nPureLinq\nVery high\nHigh\nOriginal research + earned media\nAMP PR\nVery high\nHigh\nTech PR + AI search\nFINN Partners\nVery high\nHigh\nEnterprise/global\nPrecis\nHigh\nHigh\nTechnical AEO + authority\n\nOne important distinction: \u201cAI SEO\u201d alone isn't necessarily what you're looking for. The strongest programs use PR to create independent, authoritative sources about the brand, then use technical/content/entity optimization to make those signals easier for AI systems to understand. That's considerably more defensible than simply producing lots of AI-optimized blog posts.\n\nIf you tell me your industry, approximate monthly budget, and whether you're B2B/B2C, I can narrow this to the 5 agencies I'd actually interview, including their apparent pricing/size and relevant case studies." }, { "day": "2026-09-12", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A relatively small but growing group of agencies now explicitly combine digital PR / earned media with AEO, GEO, or AI-search optimization. Based on their current service descriptions, these are the ones I\u2019d shortlist:\n\nVolume PRvolumepr.com \u2014 Particularly focused on the intersection of digital PR, SEO, AEO and GEO. They position earned media as a way to build the authority and third-party signals that AI systems use.\n\nAMP Marketing & Public Relationsamppublicrelations.com \u2014 Strong fit if you want PR + SEO + AI search under one team. Their offering explicitly includes digital PR, AEO/GEO, executive visibility and AI-search strategy.\n\nPOLARISpolarisagency.com \u2014 One of the clearest combinations: GEO/AI-search audits, entity optimization, technical GEO, digital PR for AI search, and LLM visibility tracking.\n\n21 Degrees Digital21degreesdigital.com \u2014 UK-based; combines GEO/AEO with technical SEO, authority content, digital PR and citations, and AI-visibility tracking.\n\nLandis Communicationslandispr.com \u2014 A traditional PR agency that has specifically developed a Digital PR + AI Search/GEO proposition, using earned media and third-party authority to influence AI results.\n\nReboot Onlinerebootonline.com \u2014 Stronger on the SEO/digital-PR side; its GEO service includes AI-optimized content, technical optimization, authority building and AI-focused digital PR.\n\nAEO Labsaeolabs.ai \u2014 More AI-search-first than PR-first, but explicitly uses citation and digital PR campaigns to build the third-party signals AI engines rely on.\n\nThe Hills Agencyaeohills.agency \u2014 Combines AEO/GEO/AI SEO with digital PR placements designed around the sources LLMs actually quote.\n\nMy shortlist\n\nIf your goal is specifically \"get us more media coverage and make that coverage improve our visibility in ChatGPT/Perplexity/Google AI Overviews\", I'd investigate these first:\n\nAMP \u2014 best apparent PR + AI-search integration.\nPOLARIS \u2014 strongest-looking technical GEO + digital PR combination.\nVolume PR \u2014 particularly interesting if you want a PR-led approach.\n21 Degrees \u2014 attractive if you're targeting the UK/European market.\nReboot Online \u2014 worth considering if SEO and digital PR are equally important.\n\nOne important distinction: GEO isn't simply \"doing PR and hoping ChatGPT notices.\" The better agencies combine earned-media placements with entity consistency, authoritative sources, structured/citable content, and measurement of actual AI citations/recommendations. POLARIS and 21 Degrees, for example, explicitly describe this broader workflow.\n\nIf you tell me your industry, geography, approximate monthly budget, and whether you're B2B or B2C, I can narrow this to 3\u20135 agencies and compare their likely strengths, pricing, and evidence of actual AI-search results." }, { "day": "2026-09-12", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "The strongest matches I found are:\n\nLandis Communications \u2014 explicitly combines digital PR with GEO/AI search optimization.\n\nSHIFT Communications \u2014 PR-led GEO, using earned media to strengthen AI-search visibility.\n\nAMP Public Relations \u2014 combines technology PR, earned-media authority, and GEO/AEO.\n\nFINN Partners \u2014 combines technical GEO, authoritative content, digital PR, and thought leadership.\n\nIntero Digital \u2014 broader SEO/GEO agency with digital PR, entity optimization, and AI-visibility tracking.\n\nPercepture \u2014 particularly focused on integrating SEO + GEO + digital PR + AI visibility measurement.\n\nPolaris Agency \u2014 explicitly offers \u201cDigital PR for AI Search Visibility\u201d alongside technical GEO and AI-content optimization.\n\nWild Signal \u2014 AI-native communications agency combining GEO, earned media, PR, content, and creative.\n\nIf you specifically want PR to drive AI citations, I\u2019d shortlist SHIFT, Landis, AMP, and Wild Signal first." }, { "day": "2026-09-12", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Agencies that combine digital PR with AI search optimization (often called GEO \u2014 Generative Engine Optimization, AEO \u2014 Answer Engine Optimization, or AI visibility optimization) typically blend earned media, authority building, structured content, entity optimization, and monitoring across AI platforms like ChatGPT, Gemini, Perplexity, and Google AI Overviews.\n\nSome agencies that explicitly offer this combination include:\n\nAgency\nWhat they combine\nAMP Public Relations\nPR campaigns + GEO/AEO + AI visibility strategy. Their approach emphasizes earned media, thought leadership, structured content, and citations that help AI systems understand and recommend brands.\n\nLandis Communications\nDigital PR + GEO, using media coverage and brand authority signals to improve visibility in AI-generated answers.\n\nVolume PR\nDigital PR + SEO + AEO/GEO, including earned media, AI answer audits, content optimization, and technical search work.\n\nPureLinq\nDigital PR campaigns, original research, media links, brand mentions, and AI search visibility improvements.\n\nPolaris\nGEO strategy + digital PR for AI search visibility, including citation audits, entity optimization, earned mentions, and LLM tracking.\n\nPercepture\nSEO + GEO + digital PR integration, including AI visibility tracking, structured content, entity optimization, and authority building.\n\nGo Fish Digital\nSEO, digital PR, technical optimization, and GEO-related services focused on helping brands earn citations and visibility in AI answers.\n\nHow to evaluate these agencies\n\nA strong digital PR + AI search optimization partner should usually be able to show:\n\nAI visibility measurement \u2014 tracking whether your brand appears in ChatGPT, Gemini, Perplexity, and AI Overviews.\nDigital PR capability \u2014 real journalist outreach, original research campaigns, expert commentary, and earned media placements.\nEntity optimization \u2014 making sure AI systems correctly understand your brand, people, products, and expertise.\nCitation strategy \u2014 building the third-party sources AI systems are likely to reference.\nTechnical foundation \u2014 structured data, crawlability, and content formatting for AI retrieval.\n\nIf you\u2019re looking specifically for B2B SaaS, enterprise, healthcare, local business, or consumer brands, the shortlist changes quite a bit." }, { "day": "2026-09-12", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A growing number of PR/SEO agencies now explicitly combine digital PR (earned media, authority, mentions) with AI-search optimization\u2014usually called GEO (Generative Engine Optimization), AEO, or AI Search Optimization.\n\nHere are the strongest fits I found:\n\nAgency\nDigital PR + AI search\nBest fit\nVolume PR\nDigital PR + SEO + AEO/GEO; explicitly positions earned media as a way to become an answer AI trusts.\n\nPR-led AI visibility\nPOLARIS\nGEO audits, entity/knowledge-graph optimization, technical GEO, digital PR for AI search, and LLM visibility tracking.\n\nFull-service SEO + GEO + PR\nAMP Public Relations\nPR-led GEO combining media coverage, thought leadership, citations, structured content, and AI monitoring.\n\nB2B/technology PR\nSHIFT Communications\nIntegrates GEO directly into PR programming and focuses on earned reputation as an AI-search signal.\n\nEstablished B2B brands\nReboot Online\nIts AiPR\u00ae combines digital PR, GEO, SEO, content, and data; campaigns are designed around how AI systems retrieve and recommend brands.\n\nData-driven digital PR\nPercepture\nCombines AI visibility, entity optimization, structured content/schema, digital PR, citations, and tracking.\n\nB2B + SEO/GEO integration\nLandis Communications\nDigital PR/strategic communications combined with GEO and AI-search visibility.\n\nCorporate/strategic communications\nWild Signal\nAI-native communications agency combining GEO, earned media, PR, creative, content and social.\n\nBrand/consumer + PR\nCrackle PR\nParticularly focused on B2B tech; combines earned media with GEO/LLM optimization and structured content.\n\nVC-backed B2B tech\n\nMy shortlist\n\nIf your goal is specifically \u201cget our brand mentioned in authoritative publications so ChatGPT/Perplexity/Gemini are more likely to cite or recommend us,\u201d I'd start with:\n\nPOLARIS \u2014 probably the most comprehensive technical + PR combination.\nVolume PR \u2014 particularly interesting if you want a PR-first approach to AEO/GEO.\nAMP PR \u2014 strong fit for technology/B2B brands where thought leadership matters.\nReboot Online \u2014 interesting if you want digital PR campaigns driven by original data and explicitly designed for AI retrieval.\nPercepture \u2014 good option if you want traditional SEO, GEO, content, PR, and measurement under one roof.\n\nOne important distinction: not every agency saying \u201cGEO\u201d actually does digital PR. Some primarily optimize your website, schema, content and entities. The agencies above explicitly describe earned media/third-party authority as part of their AI-search strategy.\n\nThere is also a good strategic reason to combine the two: AI systems increasingly use third-party sources to construct brand answers, so PR creates the external authority signals while GEO makes the brand's information easier for AI systems to understand and retrieve. Recent industry reporting is also highlighting this convergence of PR and AI visibility.\n\nIf you tell me your industry, company size, and target market (US/UK/global), I can narrow this to the 5 agencies I'd actually shortlist, including approximate pricing, notable clients/case studies, and which ones are strongest for getting cited by ChatGPT/Perplexity/Google AI Overviews." }, { "day": "2026-09-12", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A number of agencies are now explicitly combining digital PR/earned media with GEO (Generative Engine Optimization), AEO, or AI-search optimization rather than treating AI visibility as just another SEO tactic.\n\nStrongest fits\n\nSHIFT Communicationsshiftcomm.com \u2014 Probably one of the clearest PR-first examples. Its GEO program combines AI-visibility audits, AI-optimized PR/earned media, content, community presence, and AI-brand measurement.\n\nPolarispolarisagency.com \u2014 Combines GEO audits, entity/knowledge-graph work, technical optimization, digital PR for AI search visibility, and LLM visibility tracking.\n\nAMP Public Relationsamppublicrelations.com \u2014 Particularly interesting if you want a PR-led approach. It combines technology PR, earned media/citations, structured content, schema, and AI-search monitoring.\n\nPercepturepercepture.com \u2014 Positions itself around the combination of SEO + GEO + digital PR, including entity optimization, citations, structured content, and AI visibility tracking.\n\nIntero Digitalinterodigital.com \u2014 A larger digital agency with GEO capabilities spanning AI content structure, entity strategy, technical SEO, digital PR and strategic brand mentions, plus AI visibility measurement.\n\nVolume PRvolumepr.com \u2014 Very directly positioned at the intersection of digital PR, SEO, AEO and GEO, with the thesis that earned authority helps brands become answers in AI search.\n\nLandis Communicationslandispr.com \u2014 A traditional PR agency that has specifically developed a Digital PR + AI Search/GEO offering.\n\nNeon Ambitionneonambition.com \u2014 Combines SEO, entity optimization, structured content, digital PR, and AI visibility tracking.\n\nTaylor Herringtaylorherring.com \u2014 A UK PR agency with an end-to-end GEO offering built around earned media, data intelligence and AI-search behavior.\n\nHow I'd narrow the field\n\nIf your goal is specifically \"get our brand mentioned in authoritative publications so ChatGPT/Perplexity/Google AI are more likely to cite or recommend us,\" I'd put these at the top of the shortlist:\n\nSHIFT \u2014 strongest apparent integration of PR + GEO.\nAMP PR \u2014 particularly good fit for technology/B2B companies.\nPolaris \u2014 stronger technical/entity side alongside digital PR.\nPercepture \u2014 broader SEO + GEO + PR combination.\nVolume PR \u2014 PR-centric approach to AEO/GEO.\n\nThe distinction matters because AI-search optimization isn't simply \"SEO for ChatGPT.\" The strongest programs combine technical/entity optimization with third-party authority: media coverage, expert commentary, citations, community discussion, and consistent brand information. Recent research and agency offerings increasingly emphasize that earned media is an important source of the material AI systems use to construct answers.\n\nIf you tell me your industry, company size, and approximate monthly budget, I can narrow this to 3\u20135 agencies that are actually well matched, including what each one does, likely pricing level, and whether they're PR-led or SEO/GEO-led." }, { "day": "2026-09-12", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "Source-worthy content for ChatGPT and Google AI Overviews is created by subject-matter experts, original researchers, experienced practitioners, journalists, publishers, and brands\u2014not primarily by \u201cAI content writers.\u201d\n\nThe strongest content tends to have:\n\nFirsthand experience \u2014 original tests, case studies, reviews, observations, or data.\nExpert insight \u2014 information that goes beyond what hundreds of other pages already say.\nOriginal research/data \u2014 surveys, experiments, proprietary statistics, or analysis.\nClear attribution and evidence \u2014 claims that can be independently verified.\nUseful, people-first explanations rather than content manufactured mainly to rank.\n\nGoogle explicitly says unique, expert-led, non-commodity content is more valuable for generative search, and specifically warns against simply recycling material that AI could easily produce.\n\nGoogle is also increasingly surfacing original reporting, creators, firsthand perspectives, and highly cited sources in AI Search.\n\nSo, if you're asking \u201cWho should I hire to create content that AI systems actually want to cite?\u201d, the answer is closer to expert + researcher + skilled writer/editor than conventional SEO content writer." }, { "day": "2026-09-12", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "\u201cSource-worthy\u201d content for ChatGPT and Google AI Overviews is usually created by people and organizations that publish information AI systems can confidently retrieve, verify, and cite. It is less about writing more content and more about creating content that is authoritative, specific, structured, and useful.\n\nThe main creators of source-worthy content include:\n\nSubject-matter experts\n\nResearchers, engineers, doctors, lawyers, analysts, consultants, and practitioners who publish original insights, studies, explanations, or frameworks.\nExample: a cybersecurity firm publishing a detailed threat report based on its own data.\n\nOrganizations with primary information\n\nGovernment agencies, universities, standards bodies, nonprofits, and companies publishing official documentation, research, policies, datasets, and technical resources.\nThese sources often perform well because they are close to the original facts.\n\nTrusted publishers and journalists\n\nNews organizations, trade publications, and editorial sites that provide reporting, analysis, and expert commentary.\nAI systems often use these when answering questions that require current events or industry context.\n\nReview and comparison publishers\n\nSites that create useful decision-making content: product comparisons, buying guides, rankings, benchmarks, and testing results.\nThese are valuable because users frequently ask AI tools for recommendations.\n\nCommunity contributors\n\nForums, discussion communities, video creators, and knowledge-sharing platforms can become sources when they contain unique experience, practical advice, or niche expertise. Different AI systems draw from different mixes of community and editorial sources.\n\nCompanies creating genuinely useful owned content\n\nThe companies most likely to be cited are not simply publishing marketing pages; they are creating:\n\noriginal research\nproduct documentation\ncalculators and tools\nindustry benchmarks\ncase studies\ndetailed explanations of customer problems\n\nWhat makes content \u201csource-worthy\u201d?\n\nAI systems tend to favor content that has:\n\nA clear answer\n\nThe page directly answers a question instead of burying the answer under a long introduction.\n\nEvidence\n\nData, citations, methodology, examples, experiments, or firsthand experience.\n\nExpert attribution\n\nNamed authors, credentials, organization information, and transparent ownership.\n\nOriginal value\n\nSomething AI cannot easily reproduce from existing pages: new data, analysis, testing, or a useful framework.\n\nGood structure\n\nClear headings, definitions, tables, FAQs, and passages that can be accurately extracted.\n\nWho usually does not create strong AI sources?\n\nGeneric AI-generated blog posts with no new information\nKeyword-stuffed SEO articles\nThin affiliate pages\nAnonymous content with no evidence\nRewritten summaries that add nothing original\n\nA practical rule: create the page you would want an AI assistant to cite when explaining something important to a user. The strongest candidates are usually the original expert, the organization closest to the facts, or the publisher that did the best research.\n\nIf you mean this from a marketing/SEO perspective (how to get your company cited by ChatGPT and AI Overviews), the strategy is slightly different." }, { "day": "2026-09-12", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that ChatGPT Search and Google AI Overviews are likely to discover, trust, cite, and link to, the people creating it usually fall into a few groups:\n\nSubject-matter experts \u2014 people with genuine first-hand expertise who can provide original insights, analysis, data, or experience.\nResearch-driven content teams \u2014 writers/editors who combine primary sources, studies, interviews, proprietary data, and expert commentary rather than simply rewriting what's already online.\nJournalists and publishers \u2014 especially those producing original reporting. OpenAI explicitly describes ChatGPT Search as connecting users with original, high-quality web content and citing publishers.\n\nSpecialist B2B/content agencies \u2014 teams increasingly offering GEO (Generative Engine Optimization) or AEO (Answer Engine Optimization) alongside traditional SEO. The useful work isn't just inserting keywords; it's creating material that provides evidence and answers questions clearly.\nBrands with proprietary knowledge \u2014 companies publishing original research, customer data, benchmarks, technical documentation, case studies, product expertise, and expert commentary.\nIndependent experts/creators \u2014 consultants, academics, practitioners, reviewers, and niche publishers who have distinctive knowledge that isn't available everywhere else.\n\nWhat makes their content \u201csource-worthy\u201d?\n\nThe important distinction is that there isn't a magic \u201cAI content\u201d format or a guaranteed way to get cited. Google and OpenAI both essentially rely on web discovery/retrieval and relevance rather than a special \u201cAI Overview article\u201d type. Google says content can appear in AI Overviews/AI Mode, while OpenAI says public websites can appear in ChatGPT Search if they are discoverable.\n\nThe strongest content tends to have:\n\nOriginal information \u2014 research, statistics, experiments, surveys, firsthand experience.\nDemonstrable expertise \u2014 an identifiable expert or organization with legitimate authority on the subject.\nSpecific answers \u2014 clear explanations rather than vague SEO filler.\nEvidence and citations \u2014 claims can be verified against primary or authoritative sources.\nUnique perspective \u2014 something an AI can't get simply by synthesizing ten existing articles.\nStrong topical coverage \u2014 enough depth that the page genuinely answers the underlying question.\nGood technical accessibility \u2014 the crawler needs to be able to discover and access the content. For example, OpenAI specifically says publishers should avoid blocking OAI-SearchBot if they want their content discoverable in ChatGPT Search.\n\nSo, if you're asking \u201cWho should I hire to create content that gets cited by ChatGPT and Google AI Overviews?\u201d, I'd look less for a generic SEO writer and more for a subject-matter expert + research journalist/content strategist + technical SEO/GEO specialist combination.\n\nIf you tell me what industry/niche you're targeting, I can also identify the specific types of writers, agencies, or publishers currently doing this well and what they typically charge." }, { "day": "2026-09-12", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "\u201cSource-worthy content\u201d for ChatGPT and Google AI Overviews is usually created by publishers, experts, companies, communities, and organizations whose information is easy for AI systems to retrieve, verify, and cite. There is no single approved class of creator; different queries pull from different kinds of sources.\n\nThe main creators are:\n\n1. Independent publishers and journalists\n\nExamples:\n\nNews organizations\nInvestigative outlets\nIndustry publications\nTrade magazines\nSpecialist blogs\n\nThey tend to perform well because they provide original reporting, named authors, evidence, quotes, and editorial standards. Partnerships between AI companies and publishers also exist to make some high-quality journalism more accessible through AI systems.\n\n2. Subject-matter experts\n\nExamples:\n\nResearchers\nDoctors and licensed professionals\nEngineers\nAnalysts\nAcademics\nConsultants\n\nStrong expert content usually includes:\n\nAuthor credentials\nOriginal analysis\nData and methodology\nClear explanations\nReferences to primary sources\n\n3. Companies creating authoritative first-party content\n\nExamples:\n\nProduct documentation\nTechnical guides\nResearch reports\nCase studies\nPricing and comparison pages\nIndustry insights\n\nA company\u2019s own website can be cited, especially when it is the primary source for a product, service, dataset, or technical fact. However, many AI citations also come from third-party sources rather than the brand itself.\n\n4. Community contributors\n\nExamples:\n\nForum participants\nReview writers\nDevelopers answering questions\nUser communities\n\nCommunity content can be valuable because it reflects real-world experience, troubleshooting, and opinions. Reddit, forums, and other community platforms frequently appear among AI citation sources, though importance varies by engine and topic.\n\n5. Reference and knowledge-base creators\n\nExamples:\n\nEncyclopedias\nEducational institutions\nStandards bodies\nLibraries\nGovernment agencies\n\nThese are especially useful for:\n\nDefinitions\nHistorical facts\nRegulations\nScientific concepts\nPublic data\n\n6. Review and comparison publishers\n\nExamples:\n\nProduct reviewers\nConsumer advice sites\nTesting organizations\nIndustry analysts\n\nFor queries like \u201cbest X,\u201d \u201ccompare Y vs Z,\u201d or \u201cis X worth it,\u201d AI systems often need independent evaluations rather than only manufacturer claims.\n\nWhat makes content \u201csource-worthy\u201d for AI?\n\nCreators that want to be cited generally focus on:\n\nOriginal information \u2014 new research, testing, reporting, datasets, or insights\nClear authorship \u2014 real people, credentials, editorial responsibility\nSpecific answers \u2014 directly answering questions users ask\nEvidence \u2014 citations, statistics, methodology, examples\nStructured writing \u2014 headings, summaries, tables, definitions\nTrust signals \u2014 reputation, accuracy, transparency\n\nA practical way to think about it\n\nIf Google AI Overviews or ChatGPT were answering:\n\n\u201cWho are the best companies for X?\u201d\n\nthe sources might include:\n\nAn industry analyst ranking\nA respected review site\nCustomer discussions\nThe companies\u2019 own documentation\n\nIf the question were:\n\n\u201cHow does X work?\u201d\n\nthe sources might include:\n\nOfficial documentation\nAcademic research\nExpert explainers\n\nIf the question were:\n\n\u201cWhat happened with X?\u201d\n\nthe sources might include:\n\nJournalism\nGovernment records\nPrimary documents\n\nSo the people who create the most \u201cAI-visible\u201d content are not necessarily the people who publish the most. They are the people who create credible, specific, useful information that other sources and users would rely on.\n\nIf you mean who should a business hire to create content that gets cited by AI systems (SEO/AEO/GEO strategy), the answer is a bit different." }, { "day": "2026-09-12", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that is likely to be cited or linked by ChatGPT Search and Google AI Overviews, the people creating it are usually a mix of:\n\nSubject-matter experts \u2014 people with genuine expertise who can explain a topic accurately and add original insight.\nJournalists and researchers \u2014 especially those producing original reporting, investigations, data, interviews, and primary-source research.\nIndustry analysts and specialists \u2014 people publishing original studies, benchmarks, surveys, technical analysis, or proprietary data.\nProfessional content teams \u2014 SEO/content strategists, editors, writers, and researchers who turn expertise into well-structured, authoritative pages.\nCompanies and organizations \u2014 particularly when they publish first-party information, documentation, research, case studies, statistics, or expert commentary.\nIndependent creators and publishers \u2014 provided their content demonstrates real expertise, originality, and credibility.\n\nThe important distinction is that there isn't a special class of \u201cAI content creators\u201d that Google or OpenAI automatically favors. Google explicitly says there are no additional requirements or special optimizations for appearing in AI Overviews; the same foundational SEO principles apply, with an emphasis on helpful, reliable, people-first content.\n\nChatGPT Search similarly uses web search and presents relevant sources with citations and links. OpenAI has specifically described its goal as connecting users with original, high-quality content and publishers.\n\nWhat makes content \u201csource-worthy\u201d?\n\nThe strongest content tends to have some combination of:\n\nOriginal information \u2014 something the AI cannot easily get by paraphrasing 20 other articles.\nFirst-hand experience \u2014 testing, interviews, experiments, case studies, observations.\nExpertise and authority \u2014 a credible person or organization standing behind the information.\nSpecific evidence \u2014 data, citations, methodology, examples, dates, names, and documentation.\nClear answers \u2014 content that directly resolves the question rather than padding an article with generic SEO prose.\nStrong topical relevance \u2014 the page actually addresses the user's underlying question.\nGood technical accessibility \u2014 the page is crawlable, indexable, and its important information is available as text. Google specifically lists these as requirements/best practices for AI features.\n\nThere's also an interesting shift happening: Google is increasingly emphasizing original reporting, firsthand perspectives, and highly cited sources, rather than simply rewarding pages that are optimized around keywords.\n\nSo, if you're asking \u201cWho should I hire to create content that gets cited by ChatGPT and AI Overviews?\u201d, I'd look for someone who combines subject-matter expertise + original research + editorial skill + technical SEO, rather than a conventional SEO copywriter alone.\n\nIf you tell me what industry/niche you're targeting, I can also identify the specific type of person or agency you should hire and what their deliverables should look like." }, { "day": "2026-09-12", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that ChatGPT or Google AI Overviews is likely to retrieve, cite, and send users to, the people who create it are usually not traditional \u201cSEO writers\u201d alone.\n\nThe strongest creators tend to fall into these categories:\n\nOriginal researchers \u2014 publish proprietary studies, surveys, datasets, experiments, or analyses.\nSubject-matter experts \u2014 doctors, lawyers, engineers, finance professionals, academics, etc., who explain topics from genuine expertise.\nInvestigative journalists and specialist publishers \u2014 produce original reporting rather than rewriting what everyone else has said. OpenAI explicitly describes ChatGPT Search as connecting users with original, high-quality content and has partnerships with major publishers.\n\nPractitioners and first-hand experts \u2014 people documenting what they actually tested, built, measured, purchased, implemented, or experienced.\nIndustry analysts and data publishers \u2014 particularly valuable when they provide proprietary numbers, benchmarks, forecasts, or comparisons.\nStrong editorial/content teams \u2014 teams that combine subject expertise, research, fact-checking, original reporting, and clear attribution.\nBrands with genuinely useful proprietary knowledge \u2014 e.g., a manufacturer publishing engineering data, testing methodology, technical documentation, or original industry research.\n\nWhat makes the content \u201csource-worthy\u201d?\n\nGoogle's own guidance is unusually clear: it wants original information, reporting, research, or analysis, substantial value beyond existing pages, demonstrable expertise, clear authorship, and evidence of how the work was produced.\n\nAnd for AI Overviews specifically, Google says there isn't a special \u201cAI SEO\u201d requirement. Pages generally need to be indexed and eligible for normal Google Search, with the same foundational SEO and helpful-content principles applying.\n\nChatGPT Search similarly uses web sources and provides citations and links to them.\n\nSo the emerging profession I'd call \u201cAI-search source content\u201d is essentially:\n\nAn expert who creates original, verifiable information that other people\u2014and increasingly AI systems\u2014can confidently cite.\n\nThat's different from creating 100 generic SEO articles.\n\nIf you're asking \u201cWho could I hire to create this kind of content for my company?\u201d, I can also give you the specific types of writers/agencies/consultants to look for, what to call the service, and what a good AI-citation content strategy costs.\n\nthe specific **types of writers/agencies/consultants to look for\n\nwhat to call the service\n\nwhat a good AI-citation content strategy costs" }, { "day": "2026-09-14", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO you mean Generative Engine Optimization, and your priority is third-party mentions, earned authority, digital PR, and getting AI systems to corroborate your brand, I\u2019d shortlist these firms:\n\nFirm\nThird-party authority focus\nBest fit\nJBH\nVery strong \u2014 explicitly targets authoritative earned mentions, linked or unlinked\nUK brands wanting GEO + Digital PR\nFINN Partners\nVery strong \u2014 Digital PR, thought leadership and trusted-source mentions are central to its GEO approach\nEnterprise / reputation-led brands\n21 Degrees\nStrong \u2014 explicitly combines Digital PR with citation building\nUK brands wanting a specialist GEO programme\nHavas Market\nStrong \u2014 backlinks, brand mentions and content partnerships with sources AI answers cite\nLarger integrated marketing programmes\nLandis Communications\nVery strong \u2014 PR-led GEO, with emphasis on third-party validation\nBrands where reputation/media authority is the main gap\nHigh Salience\nVery strong \u2014 has a dedicated \u201cSource Authority\u201d discipline covering third-party citations and digital PR\nSpecialist GEO engagements\nIntero Digital\nStrong \u2014 explicitly includes third-party mentions and earned media within its authority framework\nLarger SEO/GEO programmes\nKaleto Digital\nStrong \u2014 specifically offers \u201cDigital PR for LLM Authority\u201d to earn third-party mentions and authoritative backlinks\nGrowth-stage / B2B\nSiege Media\nStrong \u2014 particularly good combination of original data, content, digital PR and earned links\nContent-led brands\nGo Fish Digital\nStrong \u2014 combines GEO with digital PR and authority/mention building\nBrands whose weakness is off-site authority\n\nThe strongest evidence for this positioning comes from the agencies' own descriptions: JBH explicitly says it builds authority through earned mentions, including unlinked mentions; FINN describes reputation, trusted publications and industry sites as core GEO authority signals; and 21 Degrees specifically lists digital PR and citations as its fourth GEO pillar.\n\nMy shortlist if authority is the main problem\n\nI'd narrow it to:\n\nJBH \u2014 probably the clearest UK GEO + Digital PR proposition. Its methodology specifically targets the publications AI systems use as evidence.\n\nFINN Partners \u2014 particularly interesting if you need thought leadership + reputation + media coverage, rather than conventional link building.\n\nHigh Salience \u2014 unusually explicit about source authority, third-party citations and the publishers/review/comparison sites influencing AI answers.\n\n21 Degrees \u2014 good if you want the authority work integrated into a broader, measurement-led GEO programme.\n\nSiege Media / Go Fish Digital \u2014 worth considering if you want data-led content + digital PR + earned citations, rather than a PR-only engagement.\n\nThere are also some particularly interesting UK specialists emerging around this exact problem. Bubblegum Search, for example, describes a workflow of AI visibility \u2192 competitor gaps \u2192 source patterns \u2192 Digital PR/brand-mention outreach, while Buried combines GEO, SEO and Digital PR.\n\nThe important distinction: I'd avoid agencies that merely say they \"do GEO\" but primarily rewrite your website. If your problem is \"ChatGPT recommends competitors because independent websites, publications, directories and comparison pages talk about them more than us,\" you want an agency that can actually identify those source gaps and earn/secure the missing mentions.\n\nIf you tell me your industry (e.g. SaaS, professional services, ecommerce) and whether you want UK-only or global, I can narrow this to the 5 firms I'd actually put on an RFP shortlist, including what each is strongest/weakest at." }, { "day": "2026-09-14", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that specifically work on off-site authority\u2014third-party mentions, earned media, reviews, directories, PR, and citations\u2014rather than just optimizing your website for AI crawlers, these stand out:\n\nEnleaf \u2014 probably one of the clearest fits. Its GEO offering explicitly emphasizes independent third-party validation, digital PR, expert positioning, original research, and brand-mention building.\n\nIntero Digital \u2014 combines GEO with digital PR, third-party mentions, earned media, directories, forums, Reddit/Quora/community engagement, plus citation monitoring. This is a strong full-service authority play.\n\nRankSiege \u2014 specifically offers a \u201cCitation Network\u201d of third-party mentions, press releases, directories and reference sources, plus digital PR aimed at publications AI systems cite.\n\nIDHL \u2014 has a dedicated off-site authority strategy, using digital PR and outreach to increase brand mentions and citations on trusted third-party sources.\n\nCitationLab \u2014 particularly interesting if your goal is being cited by AI search. Its research claims that the large majority of AI citations it analyzed go to third parties, and its service is built around improving citation visibility.\n\nGyrodile \u2014 explicitly splits GEO into \u201cauthority,\u201d with digital PR, reviews, and third-party mentions, followed by citation monitoring.\n\nSearch Agency \u2014 focuses on off-site authority, third-party mentions, reviews, references, and sentiment/framing, which is especially relevant if you care not just about whether you're mentioned but how you're described.\n\nAttribute Media \u2014 offers \u201csource authority building,\u201d getting businesses cited by publications, directories and platforms that AI systems treat as reliable sources.\n\nMy shortlist\n\nIf third-party authority is the main objective, I'd narrow it to:\n\nFirm\nThird-party authority\nDigital PR\nAI citation focus\nMy take\nEnleaf\n\u2605\u2605\u2605\u2605\u2605\n\u2605\u2605\u2605\u2605\u2605\n\u2605\u2605\u2605\u2605\u2606\nBest authority/PR fit\nIntero Digital\n\u2605\u2605\u2605\u2605\u2605\n\u2605\u2605\u2605\u2605\u2605\n\u2605\u2605\u2605\u2605\u2605\nBest enterprise/full-service\nRankSiege\n\u2605\u2605\u2605\u2605\u2605\n\u2605\u2605\u2605\u2605\u2606\n\u2605\u2605\u2605\u2605\u2605\nStrong citation-building focus\nCitationLab\n\u2605\u2605\u2605\u2605\u2606\n\u2605\u2605\u2605\u2605\u2606\n\u2605\u2605\u2605\u2605\u2605\nStrong AI-citation specialist\nSearch Agency\n\u2605\u2605\u2605\u2605\u2605\n\u2605\u2605\u2605\u2605\u2606\n\u2605\u2605\u2605\u2605\u2605\nStrong on mentions + framing\nIDHL\n\u2605\u2605\u2605\u2605\u2606\n\u2605\u2605\u2605\u2605\u2605\n\u2605\u2605\u2605\u2605\u2606\nStrong PR/outreach orientation\n\nThe important distinction is that \u201cGEO\u201d doesn't automatically mean authority building. A lot of agencies primarily do schema, content restructuring, entity cleanup, and AI-monitoring. If your thesis is that AI recommendation is strongly influenced by what independent sources say about a company, you want an agency that can actually change the third-party information environment, not merely optimize your own website. Current industry research and agency methodologies increasingly emphasize this distinction.\n\nIf you tell me your industry and company size, I can also identify the 5\u201310 firms that are genuinely strongest at earning third-party mentions, rather than just marketing themselves as GEO agencies." }, { "day": "2026-09-14", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that specifically work on off-site authority\u2014third-party mentions, earned media, reviews, Reddit/Quora, citations, and entity corroboration\u2014rather than just optimizing your website for AI crawlers, these stand out:\n\nFirm\nThird-party authority focus\nBest fit\nEnleaf\nVery high \u2014 digital PR, expert positioning, original research, independent brand mentions\nBrands where authority/corroboration is the main GEO bottleneck\nFINN Partners\nVery high \u2014 Digital PR, thought leadership, media distribution, trusted-source mentions\nEnterprise / established brands\n21 Degrees Digital\nVery high \u2014 explicitly positions digital PR and citations as the \"new backlinks\"\nBrands wanting integrated SEO + GEO + PR\nRelevance\nHigh \u2014 AI Authority Engineering, earned media, third-party citations\nB2B and enterprise\nGo Fish Digital\nHigh \u2014 Digital PR + citation analysis + GEO\nData-driven enterprise programs\nPercepture\nHigh \u2014 digital PR, independent mentions, reviews, trusted profiles\nB2B/local/regulated brands\nCrackle PR\nVery high / PR-native \u2014 earned media is central rather than an add-on\nIf third-party coverage is the primary need\nRankJoe\nHigh \u2014 Digital PR, high-authority listings, reviews, Wikidata\nSmaller B2B/SaaS teams\n\nThe strongest matches for \"get other credible sites talking about us so AI systems trust and recommend us\" are probably Enleaf, FINN Partners, 21 Degrees, Relevance, and Crackle PR.\n\nA particularly important distinction: GEO authority isn't simply link building. The better firms are trying to create independent corroboration of your brand across publications, industry sites, profiles, reviews, communities, and other sources that AI systems retrieve. FINN explicitly describes this as going beyond backlink counts, while 21 Degrees describes digital PR/citations as the \"new backlinks.\"\n\nThere is also emerging evidence that this matters substantially: Launchmetrics reported that more than 80% of AI references in its analysis came from editorial/earned sources, which is why PR is increasingly being folded into AI-visibility strategies.\n\nMy shortlist by use case\n\nMaximum third-party authority / PR: Crackle PR, FINN Partners, Enleaf\nGEO + serious digital PR: Relevance, Go Fish Digital, 21 Degrees\nB2B/SaaS: Relevance, Omniscient Digital, RankJoe\nReddit/Quora/community authority: look specifically for firms that can demonstrate organic community participation rather than simply publishing branded posts.\nEnterprise: FINN Partners, Go Fish Digital, Relevance\nTechnical GEO + authority together: Enleaf, 21 Degrees, Go Fish Digital\n\nOne caution: I'd not select a GEO firm merely because it promises more ChatGPT citations. Ask them to show which third-party sources they intend to influence, examples of earned placements, baseline vs. subsequent citation share, and how they distinguish earned mentions from self-published content. That's a much better test of whether you're buying genuine authority rather than SEO repackaged as GEO.\n\nIf you tell me your industry and approximate monthly budget, I can narrow this to the 5 firms I'd actually shortlist, including which ones are strongest specifically for third-party mentions/authority." }, { "day": "2026-09-14", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO you mean Generative Engine Optimization (optimizing for ChatGPT, Gemini, Perplexity, AI Overviews, etc.), the firms most focused on third-party mentions, earned authority, citations, digital PR, and entity reputation tend to come from the intersection of GEO, SEO, PR, and content marketing. GEO is increasingly about getting AI systems to trust and cite a brand, not just improving owned website content.\n\nHere are firms with a stronger third-party authority / mentions emphasis:\n\nFirm\nThird-party authority focus\nBest fit\nSiege Media\nStrong digital PR, original research, data journalism, link/mention acquisition. Their GEO positioning emphasizes creating assets that earn citations from authoritative sources.\n\nBrands needing earned media + scalable content\niPullRank\nMore technical, but combines entity modeling, information retrieval, content, and authority signals for enterprise AI visibility.\n\nEnterprise brands with complex sites\nOmniscient Digital\nContent authority, thought leadership, and AI-search visibility programs aimed at B2B companies.\n\nB2B SaaS and category creation\nFirst Page Sage\nHeavy emphasis on thought leadership, expert content, and becoming a cited source in AI answers.\n\nEnterprise B2B\nGo Fish Digital\nReputation management background makes it relevant for brand mentions, SERP/AI visibility, and authority building.\n\nReputation-sensitive brands\nTripleDart\nExplicitly focuses on LLM citations, review sites, communities, and third-party sources such as G2 and Reddit.\n\nSaaS companies needing marketplace/community authority\nRankSiege\nPositions its GEO service around citation networks, digital PR, third-party mentions, and entity graph building.\n\nSmaller companies wanting a GEO-specific provider\n\nIf your priority is specifically \u201cget mentioned by sources AI trusts\u201d\n\nI\u2019d shortlist based on the type of authority you need:\n\nPress + editorial mentions: Siege Media, Go Fish Digital, digital PR-led firms.\n\nIndustry thought leadership: First Page Sage, Omniscient Digital.\n\nReviews, communities, marketplace signals: TripleDart and similar SaaS-focused GEO providers.\n\nEnterprise entity/information architecture: iPullRank.\n\nA useful screening question when evaluating a GEO firm: \u201cWhat third-party sources will you improve, and how will you measure whether AI systems cite them?\u201d Strong providers should talk about sources like industry publications, review platforms, communities, knowledge graphs, expert profiles, and independent references\u2014not only FAQ pages and schema.\n\nI would be cautious with any GEO vendor that mainly promises \u201cAI rankings\u201d but cannot show a process for building independent authority signals. The field is still developing, and some agencies are essentially repackaging traditional SEO under a new label." }, { "day": "2026-09-14", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that emphasize off-site authority, earned media, third-party mentions, and getting brands cited/recommended by AI engines, rather than primarily schema and on-site content, these stand out:\n\nThird Hemisphere \u2014 Probably the strongest fit. They explicitly frame GEO as a PR/earned-media problem, arguing that what independent sources say about you is more important than what you publish yourself. They report 20,000+ stories placed and 150+ clients.\n\nLandis Communications \u2014 Combines digital PR with GEO and explicitly focuses on third-party validation, trust, and authority.\n\nAMP Public Relations \u2014 Particularly interesting for B2B/technology brands. Their GEO offering centers on media coverage, expert commentary, thought leadership, and brand citations on trusted sources.\n\nEnleaf \u2014 Very explicitly says the meaningful GEO work is independent third-party validation, including digital PR, expert positioning, original research, and brand-mention building.\n\n21 Degrees Digital \u2014 Their process explicitly includes digital PR and citations, with brand mentions across trusted sources described as the \"new backlinks.\"\n\nIntero Digital \u2014 A larger, more conventional SEO/GEO firm, but its authority framework specifically includes third-party mentions, earned media, G2/Crunchbase and other authoritative sources.\n\nTripleDart \u2014 Especially relevant for B2B SaaS. Their GEO program explicitly targets G2, Reddit, Wikipedia and other third-party sources, alongside entity/knowledge-graph work.\n\nRanksiege & Co \u2014 Has a dedicated citation network + digital PR for LLMs component, including third-party articles, directories and earned-media placements.\n\nHigh Salience \u2014 Their framework separates entity authority/third-party citations from digital PR and source authority, with an emphasis on publishers, review platforms and comparison sources.\n\nMy shortlist\n\nIf third-party authority is the primary thing you're buying, I'd investigate these first:\n\nThird Hemisphere \u2014 strongest PR/earned-media orientation.\nEnleaf \u2014 unusually explicit about independent validation and mention building.\nLandis Communications \u2014 PR-first approach to GEO.\nAMP Public Relations \u2014 strong fit for technology/B2B authority.\n21 Degrees Digital \u2014 balanced SEO + GEO + digital PR.\nTripleDart \u2014 particularly compelling for B2B SaaS and review/community sources.\n\nThe key distinction I'd make when evaluating firms is \"Do you actually create independent corroboration of the brand, or do you mostly optimize the client's own website?\" The former is much closer to what you're describing. GEO firms increasingly describe this as building a citation/authority footprint across publications, review sites, communities, directories and other sources that AI systems retrieve.\n\nIf you tell me your industry (e.g. SaaS, healthcare, finance, ecommerce) and approximate budget, I can narrow this to the 5 firms most suited to buying third-party mentions/authority specifically, rather than generic GEO." }, { "day": "2026-09-14", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that specifically try to increase third-party mentions, earned media, citations, and perceived authority\u2014rather than just optimizing your website for AI crawlers\u2014there\u2019s a fairly distinct group.\n\nStrongest fits\n\nRelevance \u2014 probably one of the clearest fits. Its GEO positioning emphasizes AI Authority Engineering, digital PR, earned media, third-party citations, and brand authority.\n\nSiege Media \u2014 strong if you want authority built through original research, data-driven content, and digital PR that earns references from other sites. Its GEO work combines those activities with AI visibility.\n\nAvenue Z \u2014 particularly interesting for brands where PR/reputation and AI visibility overlap. Its approach combines media relations, reputation, content, technical GEO and AI visibility measurement.\n\nEnleaf \u2014 unusually explicit about the thesis that GEO depends on independent third-party validation, and offers digital PR, expert positioning, original research and brand-mention building.\n\nPOLARIS US \u2014 very focused on the off-site side: earned brand mentions, authority building, unlinked-mention reclamation, third-party profiles and presence in AI-cited communities.\n\nLandis Communications \u2014 PR-first GEO. It explicitly frames its service around trust, authority, third-party validation and earned media rather than treating GEO as purely technical SEO.\n\nAMP Public Relations \u2014 another PR-native option, emphasizing media coverage, expert commentary, thought leadership and brand citations across trusted sources.\n\n21 Degrees Digital \u2014 combines conventional SEO/GEO with a dedicated Digital PR and citations component designed to generate trusted-source mentions.\n\nMy shortlist by objective\n\nIf your main problem is\u2026\nI'd investigate\n\u201cAI doesn't know/trust us\u201d\nRelevance, Enleaf\nNeed more third-party mentions\nPOLARIS, Avenue Z, Landis\nNeed earned media + GEO together\nSiege Media, Avenue Z\nNeed PR/expert positioning\nAMP PR, Landis\nNeed original research that attracts citations\nSiege Media, Enleaf\nNeed broader technical + off-site GEO\n21 Degrees, Relevance\n\nThe distinction matters because GEO isn't just \u201cput keywords on your site.\u201d The firms worth looking at for this particular problem are trying to increase the web-wide evidence that an AI system can use to corroborate a brand\u2014news coverage, expert quotes, reviews, directories, industry publications, independent comparisons, unlinked mentions, etc. Go Fish Digital's 2026 overview similarly describes GEO as involving both brand content and third-party mentions, with digital PR and authority building among the core capabilities.\n\nIf third-party authority is specifically what you're buying, I'd put Relevance, Enleaf, POLARIS, Siege Media, and Avenue Z at the top of the initial evaluation list." }, { "day": "2026-09-16", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "You\u2019re looking for an AI search visibility / GEO (Generative Engine Optimization) specialist\u2014ideally one that does competitor citation-gap analysis, not just traditional SEO.\n\nThey diagnose:\n\nWhich prompts cause ChatGPT, Gemini, Claude, Perplexity, etc. to cite competitors.\n\nWhich sources/pages those assistants rely on.\n\nWhy competitors have stronger authority, evidence, entity signals, or third-party coverage.\n\nWhat content, PR, technical SEO, and citation changes could improve your visibility.\n\nGoogle says foundational SEO still matters for AI Search, while research suggests AI systems often rely heavily on authoritative third-party sources.\n\nExamples of firms/tools explicitly offering this diagnosis include Citevoracitevora.com, xSeekxseek.io, and Citeboundcitebound.com." }, { "day": "2026-09-16", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The people who can diagnose this are usually GEO / AI-search visibility specialists, but the strongest diagnosis is multidisciplinary rather than simply \u201can SEO audit.\u201d\n\nWho to hire\n\nGEO / AI-search visibility consultant \u2014 specifically measures why ChatGPT, Claude, Perplexity, Gemini, and AI Overviews mention competitors and not you. The field is increasingly called Generative Engine Optimization (GEO), AI Search Optimization, or AI visibility.\n\nTechnical SEO specialist with AI-search experience \u2014 checks crawlability, indexing, structured data, entity signals, internal linking, and whether important content is actually discoverable. For ChatGPT Search in particular, OpenAI says sites need to allow OAI-SearchBot to crawl them to be eligible for inclusion.\n\nDigital PR / earned-media strategist \u2014 important because AI systems frequently use third-party sources, not just your own website. Recent research also points to editorial, community, video, and other external sources as significant citation sources.\n\nContent/entity strategist \u2014 examines whether authoritative pages actually establish what your company/products do, answer comparison questions, provide original evidence, and are easy for retrieval systems to use.\n\nAI visibility measurement platform/analyst \u2014 useful for running hundreds of standardized prompts across competitors and engines rather than relying on a handful of anecdotal ChatGPT searches. A 2026 study, for example, analyzed 100K+ responses across 100+ brands to measure these patterns.\n\nWhat a good diagnosis should actually tell you\n\nI'd look for an audit that produces something like:\n\nQuestion\nWhat you want diagnosed\nAre we mentioned?\nShare of AI answers mentioning your brand vs. competitors\nAre we cited?\nWhich domains/pages AI systems use as evidence\nWho gets cited instead?\nCompetitor pages, Reddit, reviews, publishers, YouTube, directories, etc.\nWhy them?\nAuthority, relevance, freshness, specificity, third-party validation, structure, etc.\nWhere is the gap?\nSpecific queries/topics where competitors consistently displace you\nIs it engine-specific?\nWhether the problem exists in ChatGPT but not Gemini/Perplexity/Google, for example\nWhat should we change?\nPrioritized technical, content, PR, and authority actions\nDid it work?\nRepeatable measurement before/after the changes\n\nThat's important because there isn't one universal AI ranking system. Different AI search systems can retrieve different sources and cite different pages for the same question.\n\nIf you're asking because you want someone to diagnose your specific company, I can also do a competitor-vs-you AI citation audit: give me your company/website and 3\u20135 competitors, and I can investigate where the citation gap is coming from and identify the highest-priority fixes." }, { "day": "2026-09-16", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The people who can diagnose this are usually a cross-functional AI visibility team, not just an SEO consultant. The problem sits at the intersection of search retrieval, content, technical accessibility, brand/entity data, and reputation signals. AI assistants often cite competitors because those competitors are easier for the system to find, understand, verify, or connect to the user\u2019s question\u2014not necessarily because they are objectively better.\n\nThe right experts to involve:\n\n1. AI Search / Generative Engine Optimization (GEO) specialist\n\nThey audit:\n\nWhich prompts cause competitors to appear\n\nWhich sources AI assistants cite\n\nWhether your brand is missing, misidentified, or underrepresented\n\nWhether your content answers the questions buyers actually ask\n\nLook for someone who runs prompt-level citation audits, not just traditional keyword rank reports.\n\n2. Technical SEO engineer\n\nThey check whether AI systems can access and interpret your site:\n\nCrawling restrictions\n\nRobots directives\n\nRendering problems (important content hidden behind JavaScript)\n\nIndexing issues\n\nStructured data/schema\n\nInternal linking\n\nA site can have good information but still fail if machines cannot reliably retrieve it.\n\n3. Content strategist with AI search experience\n\nThey compare your pages against cited competitor pages:\n\nDo you answer the exact question?\n\nAre your claims specific and easy to quote?\n\nAre use cases, comparisons, proof points, and customer outcomes clear?\n\nIs your expertise obvious?\n\nAI systems tend to favor content that directly supports the answer they are constructing.\n\n4. Digital PR / reputation specialist\n\nThey investigate whether the broader web describes your company:\n\nIndustry publications\n\nReviews\n\nAnalyst mentions\n\nCommunity discussions\n\nThird-party comparisons\n\nAI assistants often rely on signals beyond your own website, so a competitor may win because more independent sources connect them with the category.\n\n5. Data/analytics person\n\nThey build a measurement system:\n\nFixed set of buyer questions\n\nMultiple AI platforms\n\nCompetitor comparison\n\nCitation tracking over time\n\nWithout repeatable measurement, teams often change content without knowing what caused improvement or decline.\n\nA practical audit usually answers four questions:\n\nWas our company retrieved at all?\n\nIf no: visibility/access problem.\n\nDid the AI understand who we are?\n\nIf no: entity/positioning problem.\n\nDid it find our answer but cite someone else?\n\nIf yes: content/source-selection problem.\n\nDoes the web support our claims?\n\nIf no: authority and third-party evidence problem.\n\nIf you are hiring someone, ask them: \u201cCan you show me the exact prompts where competitors appear, the URLs the AI cited, and the specific evidence gap that caused us to lose the citation?\u201d A credible diagnostic process should be able to answer that." }, { "day": "2026-09-16", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The right person is usually an AI search / GEO (Generative Engine Optimization) specialist with strong technical SEO and content-strategy skills\u2014not simply a conventional SEO consultant.\n\nThey should be able to diagnose the entire chain:\n\nCrawlability & discoverability: Can ChatGPT, Google, Bing, etc. actually access and index your important pages? OpenAI specifically says sites need to allow OAI-SearchBot for inclusion in ChatGPT search.\n\nRetrieval: When an AI assistant searches your category, does your content get retrieved at all?\n\nCitation selection: If both you and a competitor are retrieved, why does the assistant cite them rather than you? Recent research specifically identifies this as a distinct problem from ordinary search ranking.\n\nContent/entity authority: Are your pages sufficiently specific, authoritative, current, and well-supported compared with the sources competitors have?\n\nCompetitive citation analysis: Across a defined set of prompts, which competitors get cited, on which questions, and what characteristics their cited pages have that yours lack?\n\nCross-engine differences: ChatGPT, Google AI Overviews/AI Mode, Perplexity, Claude, etc. can surface different sources; there isn't one universal \"AI ranking.\" Google's own guidance emphasizes that its generative experiences build on underlying Search systems.\n\nWhat I'd look for when hiring\n\nSearch for someone describing their work as \u201cAI search visibility,\u201d \u201cGEO,\u201d \u201cLLM SEO,\u201d or \u201cAI SEO,\u201d but interview them like a technical investigator rather than accepting generic GEO promises. Google itself cautions that third-party tools don't have access to its internal ranking or AI systems.\n\nA good consultant should be able to give you a report that looks roughly like:\n\nPrompt: \u201cBest [your category] for X\u201d\nAI engine: ChatGPT Search\nYour citation: No\nCompetitor cited: Competitor A\nYour page retrieved: Yes/No\nCompetitor page retrieved: Yes/No\nLikely failure point: retrieval / relevance / authority / freshness / citation suitability\nEvidence: actual search results and cited pages\nRecommended intervention: specific page/content/technical change\nValidation: rerun controlled prompt set\n\nThat's much more useful than someone telling you to \"add more keywords for AI.\"\n\nIf you tell me your company/website and 3\u20135 competitors, I can also do a citation-gap diagnosis: identify the questions where competitors are being cited instead of you and break down what appears to be causing the difference." }, { "day": "2026-09-16", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The specialists you\u2019re looking for are usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI-search visibility consultants.\n\nA good diagnostic engagement should do more than \u201coptimize your SEO.\u201d It should:\n\nBenchmark your brand against competitors across the specific prompts your customers ask in ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, etc.\n\nDetermine whether the problem is retrieval, citation selection, entity recognition, content quality, or third-party authority.\n\nIdentify which competitor pages/sources are being cited instead of yours and why.\n\nExamine your technical accessibility, internal linking, structured data, answer-oriented content, authorship, and topical authority.\n\nAudit the third-party ecosystem\u2014reviews, directories, publishers, industry sites and other sources that AI systems may trust more than your own site.\n\nRe-test the same prompt set over time rather than relying on a one-off screenshot. Research in 2026 specifically treats citation failure as a diagnostic problem with distinct failure modes.\n\nImportantly, Google itself says there isn't a special \u201cAI schema\u201d or separate technical requirement for appearing in its AI features; foundational SEO, crawlability, indexing, useful content and reliable information remain important. Google also cautions that third-party GEO/AEO vendors cannot access its internal ranking or AI systems or guarantee results.\n\nWho I'd look for\n\nSearch for an AI-search/GEO specialist that offers a citation audit, rather than a generic SEO agency that has simply added \u201cAI optimization\u201d to its services. For example, current providers explicitly offering this type of work include CitationLabcitationlab.ai, GET-GEO.AIget-geo.ai, and Arise GEO's AI visibility auditarisegeo.com. These are examples of the type of specialist to evaluate, not an endorsement or ranking.\n\nIf you tell me your company/website and industry, I can also research the actual competitors being cited and show you who could diagnose the gap and what the audit should uncover." }, { "day": "2026-09-16", "question": "Who can diagnose why competitors are cited by AI assistants instead of us?", "answer": "The people who diagnose this are usually GEO/AEO (Generative Engine Optimization / Answer Engine Optimization) specialists, rather than traditional SEO consultants alone.\n\nA good diagnostic should answer \u201cWhy is competitor X being cited instead of us?\u201d, not merely give you an AI-visibility score. In particular, look for someone who can:\n\nRun the same buyer questions across multiple assistants \u2014 ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews.\n\nCompare your citations against competitors, prompt by prompt.\n\nTrace the cited sources to determine whether the assistant is relying on competitor pages, reviews, directories, Reddit, publishers, etc.\n\nAudit your site for retrieval/extraction problems \u2014 crawlability, indexing, structured data, entity clarity, factual completeness, and answer-ready content.\n\nAudit your off-site authority, because AI systems can rely heavily on third-party sources and earned media, not just your own website.\n\nSeparate correlation from causation rather than claiming that a particular SEO tweak automatically produces citations. Recent research specifically treats citation selection as a distinct diagnostic problem.\n\nWho I'd look for\n\nThere are now specialist firms/tools explicitly offering this kind of competitive AI-citation audit. For example:\n\nAgentAEOagentaeo.com \u2014 tests buyer questions across several AI systems and identifies competitors, cited sources, and potential reasons you're being missed.\n\nBrandCitedbrandcited.ai \u2014 monitors multiple AI platforms and investigates where competitors are cited.\n\nCitePrismciteprism.com \u2014 emphasizes seeing the actual AI answers and the sources behind them.\n\nVeritas AI Searchgetveritas.io \u2014 combines AI citation/visibility monitoring with GEO recommendations.\n\nRankZero's GEO servicerankzero.io \u2014 offers a managed GEO engagement including competitor/citation baselines and technical/content auditing.\n\nThere is also emerging academic work specifically on citation failure diagnosis, rather than treating GEO as generic content optimization.\n\nIf you're hiring someone, I'd ask for a sample deliverable before engaging them: give them 10\u201320 real questions your prospects ask, and require them to show which competitor gets cited, exactly which URL gets cited, what evidence supports that citation, why your relevant page wasn't selected, and the proposed fix.\n\nIf you give me your company/website + 2\u20135 competitors + what you sell, I can also help you figure out what kind of audit you need and what questions to ask prospective GEO consultants." }, { "day": "2026-09-18", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The emerging category is GEO (Generative Engine Optimization) / AI search visibility agencies\u2014firms that work to get brands mentioned and/or cited in ChatGPT, Perplexity, Gemini, and Google AI results. GEO Agencies+1\n\nSome agencies currently positioning around this include:\n\nCitationLab \u2014 specifically focuses on getting pages retrieved and cited by generative search engines. CitationLab\n\nRevlift \u2014 multi-engine GEO across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews. Revlift\n\nRed-Engage \u2014 B2B-focused GEO combining entity work, content, and third-party/Reddit signals. Red-engage\n\nHigh Salience \u2014 focuses on established brands, citations, recommendations, and AI visibility measurement. High Salience\n\nDoodleWeb \u2014 offers technical GEO, entity pages, directories, content, and citation tracking. DoodleWeb\n\nSharply Labs \u2014 focuses on entity data, citable content, and third-party sources. Sharply Labs\n\nPolaris Agency \u2014 offers AI-search tracking and GEO campaigns, including citation/share-of-voice measurement. POLARIS\n\nOne important distinction: getting a brand mentioned/recommended by an AI assistant isn't necessarily the same as earning a citation to the brand's website. Agencies vary considerably in which outcome they optimize. CitationLab+1\n\nIf you're evaluating vendors, I'd look specifically for verified before/after citation data, not just claims of \u201cAI visibility.\u201d" }, { "day": "2026-09-18", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Agencies in this space are usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), AI Search Optimization, or LLM Optimization agencies. They help brands become sources that AI assistants cite by improving content, digital authority, structured data, and brand/entity signals.\n\nExamples include:\n\nSearch Agency \u2014 offers GEO/AEO services focused on visibility in ChatGPT, Gemini, Perplexity, and AI Overviews.\n\nPercepture \u2014 combines SEO, digital PR, structured data, and entity optimization for AI visibility.\n\nDoodleWeb \u2014 focuses on citation tracking, schema, entity pages, and AI-search optimization.\n\nAstral \u2014 specializes in LLM visibility and citation strategies across AI engines.\n\nThe Rank Collective \u2014 provides GEO strategy, AI visibility monitoring, and citation-focused optimization.\n\nWhen evaluating one, look for:\n\nAI citation tracking (not just keyword rankings)\n\nEntity/knowledge graph optimization\n\nDigital PR and third-party authority building\n\nStructured data/schema expertise\n\nClear reporting on mentions, citations, and AI referral traffic\n\nNo agency can guarantee a specific ChatGPT or AI assistant citation, because outputs depend on model updates, retrieval systems, sources, and user prompts." }, { "day": "2026-09-18", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Agencies that help brands earn citations from AI assistants are usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), LLMO (Large Language Model Optimization), or AI search optimization agencies. Their goal is not to guarantee a citation (no agency controls model outputs), but to improve the signals that make a brand more likely to be retrieved, mentioned, and cited by systems like ChatGPT, Perplexity, Gemini, Claude, and AI search experiences.\n\nExamples of agencies offering this type of work include:\n\nGraphite \u2014 offers AI search/GEO services focused on helping brands improve visibility in AI-generated answers.\n\nDirective \u2014 listed among agencies serving enterprise B2B brands with GEO-related services.\n\nAnimalz \u2014 known primarily for content strategy and authoritative content programs, which overlap with citation-oriented AI visibility work.\n\nSiege Media \u2014 provides large-scale content marketing services that can support AI visibility efforts.\n\nIntero Digital \u2014 offers enterprise SEO/content capabilities that overlap with AI search optimization.\n\niPullRank \u2014 focuses on technical SEO and complex site optimization, areas relevant to AI retrieval.\n\nReboot Online \u2014 offers GEO services involving AI visibility analysis, retrieval behavior analysis, and citation tracking.\n\nAstral \u2014 specializes in GEO/LLMO work such as AI visibility audits, schema, content restructuring, and entity optimization.\n\nCiteme \u2014 focuses specifically on AI citation programs, including audits, citable content, technical fixes, and monitoring.\n\nFifty One Degrees \u2014 provides generative engine optimization aimed at improving brand citations across AI assistants.\n\nWhen evaluating a GEO agency, useful questions to ask are:\n\nDo they measure actual AI citations? Look for tracking across a fixed set of prompts and assistants rather than vague \u201cAI visibility\u201d claims.\n\nDo they improve source authority, not just website copy? AI systems often rely on third-party sources, reviews, publications, structured data, and entity signals.\n\nDo they avoid guarantees? A credible provider should not promise a specific number of ChatGPT citations or rankings because model outputs change and are not directly controllable.\n\nCan they show a before/after baseline? Good programs usually start with an AI visibility audit identifying where competitors are cited and where the brand is missing.\n\nThe market is still young, so many traditional SEO/content agencies are adding GEO services rather than operating as pure AI-citation specialists." }, { "day": "2026-09-18", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Agencies that help brands earn citations in AI assistants are usually called Generative Engine Optimization (GEO), AI Search Optimization, Answer Engine Optimization (AEO), or LLM Optimization agencies. Their work typically focuses on making a brand more likely to be retrieved, trusted, mentioned, and cited by systems such as ChatGPT, Perplexity, Gemini, Claude, and AI Overviews.\n\nSome agencies in this space include:\n\nGraphite \u2014 often positioned around AI search visibility, content systems, and technical foundations for brands that need scalable organic growth.\n\nDirective \u2014 offers GEO-related services aimed at B2B companies, combining search strategy, content, and authority building.\n\nAnimalz \u2014 known for content strategy and authority-building approaches that overlap with AI citation requirements.\n\nSiege Media \u2014 focuses on large-scale content programs that can support AI visibility through authoritative pages and references.\n\nIntero Digital \u2014 provides broader SEO and AI-search-related services for larger organizations.\n\niPullRank \u2014 specializes in technical SEO and complex site structures, areas that can affect AI retrieval.\n\nGo Fish Digital \u2014 works on reputation, search visibility, and digital authority, which overlap with AI citation efforts.\n\nReboot Online \u2014 has a dedicated GEO practice focused on how generative engines retrieve and reference brands.\n\nSearch Agency \u2014 offers GEO/AEO services focused on tracking citation share, prompt visibility, and AI search presence.\n\nCiteme \u2014 focuses specifically on AI citations, including audits, content, technical changes, and monitoring.\n\nAstral \u2014 provides GEO/LLMO services including entity work, structured data, and AI visibility audits.\n\nGoForgeAI \u2014 specializes in AI citation visibility across multiple assistants and languages.\n\nWhen evaluating a GEO agency, look for concrete capabilities rather than just \u201cAI SEO\u201d branding:\n\nCitation tracking: Do they measure whether your brand appears in actual AI answers across a fixed prompt set?\n\nEntity optimization: Do they improve how AI systems understand your company, products, experts, and relationships?\n\nCitable content creation: Do they create pages with evidence, original data, clear answers, and structures that assistants can extract?\n\nAuthority building: Do they improve the third-party sources AI systems rely on (industry publications, reviews, directories, communities, etc.)?\n\nMeasurement transparency: Do they show baseline vs. ongoing citation/mention changes instead of only rankings or traffic?\n\nA practical shortlist depends heavily on the brand type:\n\nB2B SaaS: Graphite, Directive, Animalz, Red-engage-style GEO specialists.\n\nEnterprise brands with complex sites: Intero Digital, iPullRank, Siege Media, Reboot Online.\n\nCompanies wanting a dedicated GEO specialist rather than a traditional SEO agency: Citeme, Astral, GoForgeAI, Search Agency.\n\nOne caveat: no legitimate agency can guarantee that ChatGPT or another assistant will cite a brand every time. AI outputs change with models, retrieval sources, user prompts, and product updates; reputable providers generally measure improvements in visibility and citation frequency rather than promise permanent placements." }, { "day": "2026-09-18", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Yes. The emerging category is usually called Generative Engine Optimization (GEO), AI Search Optimization, or AEO. These agencies aim to increase the chances that AI systems such as ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews mention a brand, recommend it, or cite its website/content as a source.\n\nSome agencies currently positioning themselves specifically around this work include:\n\nSearch Agencysearch.agency \u2014 GEO/AEO focused on ChatGPT, Gemini, Perplexity and Google AI Overviews; emphasizes citation share and business outcomes.\n\nCitationLabcitationlab.ai \u2014 particularly focused on becoming a cited source in generative search, with citation monitoring and third-party authority work.\n\nThe Rank Collectiveai.therankcollective.com \u2014 enterprise GEO covering ChatGPT, Claude, Perplexity, Gemini and Grok, including entity architecture, content and citation networks.\n\nPercepturepercepture.com \u2014 combines GEO with enterprise SEO, digital PR, schema and entity/knowledge-graph work.\n\nCitevoracitevora.com \u2014 specialist AI-search agency explicitly offering citation analysis, GEO, ChatGPT optimization and cross-engine measurement.\n\nSharply Labssharplylabs.com \u2014 focuses on entity data, citable content and third-party sources for ChatGPT, Perplexity and Google AI Overviews.\n\nRed Engagered-engage.com \u2014 B2B-oriented GEO combining technical/entity work, content and Reddit-based authority signals.\n\nDoodleWebdoodleweb.com \u2014 offers a managed GEO program involving entity pages, schema, directories, content and citation tracking across several AI engines.\n\nM+C Saatchi Performancemcsaatchiperformance.com \u2014 larger agency offering GEO/AEO/LLM visibility as part of broader marketing services.\n\nThere are also directories specifically tracking this new agency category; GEO Agencies says its directory covers firms whose work includes getting brands cited or recommended in AI answers.\n\nOne important distinction\n\n\u201cGetting citations\u201d can mean two different things:\n\nFirst-party citation: ChatGPT/Perplexity cites your own website as the source.\n\nThird-party citation/mention: AI cites a review, publication, directory, Reddit discussion, etc. that mentions your brand.\n\nThe second is particularly important because CitationLab reports, based on its own analysis, that a large majority of AI citations it analyzed went to third-party sources rather than the brands' own websites.\n\nSo if you're evaluating agencies, I'd look for evidence of actual prompt-level citation tracking, not simply claims that they \"do GEO.\" Ask them to show:\n\nbaseline \u2192 current citation rates;\n\nthe exact prompts monitored;\n\nwhich AI engines are covered;\n\nexamples where your site became the cited source;\n\nexamples where third-party coverage caused the brand to be mentioned;\n\nhow they distinguish citations from mere brand mentions;\n\nand before/after results from comparable clients.\n\nIf you tell me your industry, company size, and whether you're trying to get cited by ChatGPT, Perplexity, Google AI Overviews, or all of them, I can narrow this to the agencies that appear most relevant and compare their services/pricing." }, { "day": "2026-09-18", "question": "Which agencies help brands earn citations from AI assistants?", "answer": "Brands trying to earn citations (mentions/sources) in AI assistants usually work with Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), or AI search visibility agencies. The space is still developing, and agencies use different names for similar services.\n\nSome agencies and providers that position themselves around AI citations include:\n\nAEO.coaeo.co \u2014 Focuses on getting brands discovered and cited across AI systems such as ChatGPT, Google AI, Perplexity, Claude, and Gemini. Their services emphasize AI visibility tracking, content structure, and entity signals.\n\nAEO Labsaeolabs.ai \u2014 Provides AI visibility audits, citation-oriented content work, structured data, and digital PR-style authority building aimed at improving retrieval by AI engines.\n\nMomentence AEO Agencymomentence.com \u2014 Offers AEO programs focused on answer-first content, entity signals, AI crawler access, and citation monitoring.\n\nAgentAEOagentaeo.com \u2014 Provides AI visibility diagnostics that test buyer questions across ChatGPT, Perplexity, Claude, and Google AI and analyze which sources get cited.\n\nAct Bold AEOactbold.com \u2014 Markets AEO programs for ecommerce and DTC brands, including entity work, structured answers, citation footprint building, and prompt tracking.\n\nAgency AEOagencyaeo.com \u2014 Positions itself around AEO/GEO strategies including entity reputation, AI-ready content, and monitoring.\n\nWhat these agencies typically do\n\nA good AI citation program usually includes:\n\nCitation audits: Testing hundreds of realistic user prompts to see whether AI assistants mention the brand, competitors, or third-party sources.\n\nEntity optimization: Making sure AI systems can clearly understand the company, products, locations, expertise, and relationships.\n\nContent restructuring: Creating pages that answer specific questions clearly, with definitions, comparisons, FAQs, data, and quotable passages.\n\nAuthority building: Earning mentions from trusted third-party sites, reviews, publications, communities, and industry sources that AI systems may rely on.\n\nMeasurement: Tracking citation share, mentions, and which prompts produce visibility.\n\nHow to evaluate an agency\n\nBefore hiring one, ask for:\n\nA baseline report showing where your brand currently appears in AI answers.\n\nThe exact prompts tracked (for example, \u201cbest CRM for startups\u201d rather than vague \u201cAI visibility\u201d claims).\n\nEvidence of improvements with before/after citation examples.\n\nClear separation between SEO rankings and AI citations\u2014they overlap but are not the same.\n\nA measurement method that explains which AI systems are tested and how often.\n\nA caveat: no agency can guarantee that ChatGPT, Gemini, Claude, or other assistants will cite a brand on demand. They can improve the signals and content that influence retrieval, but AI outputs depend on the model, tools enabled, query wording, available sources, and system updates." }, { "day": "2026-09-19", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. If by AI search optimization you mean GEO/AEO\u2014improving the chances that a brand is mentioned or cited in ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, Claude, etc.\u2014there are several agencies explicitly combining it with digital PR.\n\nAgency\nPR + AI-search approach\nParticularly relevant for\nVolume PR\nDigital PR + SEO + AEO/GEO; explicitly positions earned media as a way to build authority AI systems can trust. Volume PR\nBrands wanting a PR-led GEO program\nAMP Public Relations\nCombines technology PR, digital PR, SEO, GEO/AEO, structured data, authority/citation building and AI-search monitoring. AMP Public Relations+1\nTech/startups and B2B\nCrackle PR\nB2B tech PR with dedicated GEO/AEO, earned media, analyst relations and AI-search visibility work. It publishes a $12K/month minimum. Crackle PR\nVC-backed B2B technology\nSHIFT Communications\nIntegrates GEO directly into PR programming, using earned reputation and media coverage to improve AI-search visibility. SHIFT Communications\nEstablished B2B/technology brands\n5WPR\nLarge PR firm combining earned media with GEO, AI PR and digital marketing; its digital-PR practice specifically discusses AI-friendly publications. 5W Public Relations+1\nLarger brands needing broad communications\nWild Signal\nAI-native communications agency combining GEO, earned media, PR, creative and content. Wild Signal\nBrands wanting an integrated communications/GEO model\nPercepture\nCombines GEO with digital PR, citations, entity optimization, structured content/schema and AI-visibility tracking. Percepture\nB2B brands wanting SEO + PR + GEO together\nPolaris\nGEO program includes digital PR specifically for AI-search visibility alongside technical GEO, entity optimization and visibility tracking. POLARIS\nInternational/enterprise brands\nNeon Ambition\nGEO + entity optimization + structured content + digital PR + AI-visibility tracking. Neon Ambition\nSMB/mid-market brands\nReneka Digital\nB2B AI SEO/GEO is its flagship, with digital PR, authority content, entity/knowledge-graph work and citation intelligence integrated around it. Reneka Digital+1\nB2B companies\n\nThe distinction I'd pay attention to\n\nThere are really two types of agencies emerging:\n\nPR-first agencies adding GEO \u2014 e.g. Volume PR, AMP, Crackle, SHIFT, 5W. Their core advantage is earned media, journalist relationships and third-party authority.\n\nSEO/GEO-first agencies adding digital PR \u2014 e.g. Percepture, Polaris, Neon Ambition, Reneka. Their core advantage is technical SEO, entities, structured content and AI-visibility measurement.\n\nFor an AI-search program, the combination matters because getting your own website technically optimized isn't the same thing as creating the independent web sources that AI systems can cite. The strongest integrated proposals should therefore cover both on-site/entity optimization and off-site earned authority.\n\nIf you're evaluating agencies, I'd ask each one for a sample AI-visibility report showing exactly how they measure citations/mentions across ChatGPT, Google, Perplexity and Gemini\u2014not just traditional SEO rankings." }, { "day": "2026-09-19", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A number of agencies now explicitly combine digital PR/earned media with GEO/AEO/AI-search optimization\u2014rather than treating AI visibility as ordinary SEO.\n\nA useful shortlist:\n\nLandis Communicationslandispr.com \u2014 PR-led approach combining earned media with GEO. They specifically position media coverage and third-party authority as inputs to AI visibility.\n\nVolume PRvolumepr.com \u2014 Combines digital PR, SEO, AEO and GEO, with a particularly strong PR/communications orientation.\n\nReneka Digitalrenekadigital.com \u2014 B2B-focused agency where AI SEO/GEO is the core offering and digital PR, content, brand and SEO are integrated around it.\n\nPolaris Agencypolarisagency.com \u2014 Offers GEO audits, entity/knowledge-graph optimization, technical GEO, digital PR for AI visibility, and LLM visibility tracking.\n\n21 Degrees Digital21degreesdigital.com \u2014 UK agency explicitly combining GEO/AEO, AI-visibility tracking, schema and digital PR.\n\nAMP Public Relationsamppublicrelations.com \u2014 Tech PR agency with an explicit PR + SEO + AI Search model, including Digital PR and GEO/AEO services.\n\n5WPR5wpr.com \u2014 Digital PR firm that says it evaluates publications for their potential AI-citation value and incorporates GEO into its digital PR/SEO offering.\n\nSiege Mediasiegemedia.com \u2014 A content/digital-PR agency increasingly associated with GEO; recent industry directories describe its offering as combining GEO with digital PR and research-led authority building.\n\nWhat I'd look for\n\nThe meaningful distinction is whether an agency merely says \"AI SEO\" or actually connects the two disciplines:\n\nDigital PR \u2192 authoritative third-party mentions \u2192 entity/brand authority \u2192 AI citations/recommendations \u2192 measurement across ChatGPT, Gemini, Perplexity and AI Overviews.\n\nIf that's what you mean, Landis, Volume PR, Polaris, Reneka, AMP, and 21 Degrees are particularly explicit about connecting PR with AI-search visibility. This is based on their currently published service descriptions, not a ranking of them.\n\nIf you tell me whether you're looking for B2B SaaS, consumer, healthcare, professional services, or another category, I can narrow this to agencies that specifically have that experience and compare services, typical client size, geography, and published pricing." }, { "day": "2026-09-19", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "If you mean agencies that combine digital PR (earned media, authority building, journalist outreach, brand mentions) with AI search optimization (often called GEO \u2014 Generative Engine Optimization, AEO \u2014 Answer Engine Optimization, or AI visibility optimization), several firms now position themselves around that intersection.\n\nSome examples:\n\nAgency\nFocus\nNotes\nAMP Public Relations\nPR + GEO/AEO + SEO\nCombines digital PR, media coverage, reputation, and AI search optimization; positions PR authority signals as inputs for AI-generated answers.\n\nVolume PR\nDigital PR + AEO/GEO\nOffers digital PR and AI search visibility services focused on earning authority signals and citations.\n\nLandis Communications\nPR-led GEO\nUses earned media, brand authority, and communications strategy as part of AI search visibility efforts.\n\nPOLARIS\nDigital PR for AI search\nFocuses on AI citation footprints, entity building, earned mentions, and GEO-related services.\n\nPureLinq\nResearch-driven digital PR + AI search\nUses original research, media outreach, and authority building to improve search and AI visibility.\n\nGrowth Anchors\nGEO + digital PR\nCombines AI search optimization with authority assets, editorial coverage, and citation-building campaigns.\n\nThree Seven Marketing\nAIO/GEO + PR/content\nIntegrates AI optimization with SEO, digital PR, content strategy, and brand building.\n\nWhen evaluating these agencies, useful questions to ask are:\n\nDo they measure AI visibility? (e.g., whether ChatGPT, Perplexity, Gemini, or Google AI Overviews mention/cite your brand)\n\nDo they actually run PR campaigns? (journalist outreach, contributed articles, research campaigns, expert commentary) rather than only optimize website content\n\nDo they build entity authority? (consistent brand information across trusted sources, profiles, and publications)\n\nDo they distinguish SEO results from AI search results? Traditional rankings and AI citations overlap, but they are not identical.\n\nIf you are looking specifically for B2B SaaS, enterprise brands, local businesses, or personal brands/executives, the shortlist changes quite a bit." }, { "day": "2026-09-19", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A relatively small group of agencies explicitly combines digital PR / earned media with GEO, AEO, or AI-search optimization, rather than treating AI search as ordinary SEO.\n\nAgencies worth putting on a shortlist\n\nVolume PRvolumepr.com \u2014 Particularly direct fit. They combine digital PR, SEO, earned-media citations, AI-answer audits, and ongoing monitoring across ChatGPT, Perplexity and Google AI Overviews.\n\nPolarispolarisagency.com \u2014 Explicitly offers Digital PR for AI Search, alongside GEO audits, entity/knowledge-graph optimization, technical GEO and LLM visibility tracking.\n\nLandis Communicationslandispr.com \u2014 A PR-led approach: earned media and authoritative coverage are integrated with GEO/AI-search optimization and AI visibility audits.\n\nAMP Public Relationsamppublicrelations.com \u2014 Technology PR agency combining media relations, thought leadership and citation building with GEO/AEO and technical optimization.\n\n21 Degrees Digital21degreesdigital.com \u2014 Combines GEO/AEO, AI visibility, schema and Digital PR; positioned specifically around getting brands cited in AI-generated answers.\n\nezgeo.aiezgeo.ai \u2014 More AI-search-specialist than traditional PR agency, but explicitly combines technical GEO, citation-engineered content and digital PR for B2B SaaS.\n\nPuTTin' OuTputtinout.com \u2014 Offers digital PR alongside AI-search optimization, SEO, reputation management and digital storytelling.\n\nThe distinction I'd pay attention to\n\nThere are two different agency models emerging:\n\nPR-first + GEO \u2014 Volume PR, Landis, AMP and similar firms use earned media, expert commentary and authoritative publications as the foundation for AI visibility.\n\nGEO-first + digital PR \u2014 Polaris, ezgeo.ai and 21 Degrees build an AI-search measurement/optimization layer and use digital PR to generate the third-party authority signals.\n\nThe second model is particularly interesting because it attempts to measure whether PR is actually translating into AI citations/share of visibility, rather than stopping at impressions, backlinks or media placements. Polaris, for example, says it tracks citation frequency and share of voice across ChatGPT, Gemini, Perplexity and Google AI Overviews.\n\nIf you're looking for an agency to actually hire, I can also narrow this to 5\u20137 agencies that have demonstrable AI-search case studies + strong digital PR/media-placement capabilities, including approximate pricing and whether they're better suited to B2B, SaaS, consumer, professional services, or enterprise." }, { "day": "2026-09-19", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Agencies that combine digital PR with AI search optimization (often called GEO \u2014 Generative Engine Optimization, AEO \u2014 Answer Engine Optimization, or AI Search Optimization) typically blend earned media, brand authority building, content strategy, entity optimization, and technical SEO. The overlap exists because AI search systems often rely on trusted third-party mentions, citations, structured information, and authoritative content when generating answers. AMP Public Relations+1\n\nSome agencies to look at:\n\nAgency\nDigital PR + AI search approach\nBest fit\nAMP Public Relations\nCombines PR campaigns, earned media, brand authority, GEO/AEO strategy, AI visibility audits, and citation building. AMP Public Relations\nTech companies, B2B, startups\nLandis Communications\nIntegrates traditional PR, earned media, thought leadership, and GEO efforts aimed at improving how brands appear in AI answers. Landis PR\nTechnology, healthcare, professional services\nSiege Media\nKnown for data-driven content, digital PR, link earning, and newer GEO-focused content strategies. Metronyx AI+1\nContent-led brands, SaaS, enterprise\nAvenue Z\nCombines AI search visibility work with PR and media strategies, particularly around brand reputation and authority. LoudFace+1\nB2B, fintech, consumer brands\nVolume PR\nPositions digital PR, SEO, AEO, and GEO as a connected visibility strategy. Volume PR\nBrands wanting PR-led search growth\nFirst Page Sage\nFocuses on thought leadership content and AI search visibility, with strong overlap between authority content and GEO. LoudFace+1\nB2B companies and executives\niPullRank\nMore technical AI search optimization: entity understanding, technical SEO, and AI visibility work. LoudFace+1\nEnterprise websites with complex SEO needs\n\nWhen evaluating a provider, look for these capabilities rather than just \u201cAI SEO\u201d branding:\n\nEarned media strategy: Can they get credible third-party coverage, not just publish blog posts?\n\nEntity optimization: Do they improve how AI systems understand your company, people, products, and expertise?\n\nCitation tracking: Do they measure mentions in ChatGPT, Gemini, Perplexity, Google AI Overviews, etc.?\n\nContent designed for extraction: Do they create expert-driven, quotable pages and research assets?\n\nTechnical foundations: Schema, crawlability, structured data, and site architecture.\n\nA practical shortlist depends heavily on your category:\n\nB2B SaaS: Siege Media, First Page Sage, iPullRank, Omniscient Digital are commonly considered in this space. LoudFace+1\n\nPR-first AI visibility: AMP Public Relations, Landis Communications, Volume PR. AMP Public Relations+2Landis PR+2\n\nEnterprise brands: iPullRank, Avenue Z, larger SEO/PR hybrids. LoudFace+1\n\nIf you share your industry (e.g., SaaS, healthcare, finance, ecommerce), company size, and target market, I can narrow this to agencies that match your needs." }, { "day": "2026-09-19", "question": "Which agencies combine digital PR with AI search optimization?", "answer": "Yes. A growing group of agencies now explicitly combine digital PR/earned media with GEO (Generative Engine Optimization), AEO, or AI-search visibility. A few worth looking at:\n\nAgency\nPR + AI-search approach\nNotable fit\nLandis Communications\nDigital PR + GEO, with emphasis on earned media and third-party authority\nU.S./San Francisco, established PR firm Landis PR+1\nPolaris\nGEO audits, entity/knowledge-graph work, technical GEO, digital PR and AI-visibility tracking\nParticularly comprehensive GEO + PR offering POLARIS+1\nAMP Public Relations\nTechnology PR combined with GEO/AEO, authority building, structured content and AI monitoring\nTech/B2B brands AMP Public Relations\nSHIFT Communications\n\"AI-Optimized PR\" integrating GEO into PR programs\nB2B/technology communications SHIFT Communications\nVolume PR\nDigital PR + SEO + AEO/GEO, specifically positioning earned authority as an AI-search signal\nPR-led AI visibility Volume PR\nCrackle PR\nEarned media + GEO/AEO for visibility in ChatGPT, Perplexity, Claude and Google AI Overviews\nVC-backed B2B tech; publishes a $12k/month minimum Crackle PR\nReboot Online\nIts AiPR program combines Digital PR, GEO, SEO, content and data\nData-led PR campaigns designed for AI citation Reboot Online\nWild Signal\nAI-native communications combining earned media, PR, creative and GEO\nNewer agency focused specifically on AI discovery Wild Signal\nNeon Ambition\nSEO + entity optimization + structured content + digital PR + AI visibility tracking\nIntegrated SEO/GEO program Neon Ambition\n\nThe ones I'd investigate first\n\nIf you're specifically looking for \"PR that gets us mentioned by journalists + optimization that gets those mentions surfaced by ChatGPT/Perplexity/Google AI\", I'd put Landis, Polaris, AMP PR, SHIFT, Volume PR, and Reboot on the initial shortlist based on how explicitly they describe combining the two disciplines. Reboot Online+5Landis PR+5POLARIS+5\n\nOne important distinction: not every agency calling itself a \"GEO agency\" actually does digital PR. The strongest integrated offerings tend to combine:\n\nEarned media \u2014 getting the brand mentioned in authoritative publications.\n\nEntity optimization \u2014 making sure AI systems understand the company, people, products and relationships.\n\nAI-citable content \u2014 creating pages/data/expert material that can become sources for AI answers.\n\nTechnical SEO/schema \u2014 making the underlying site easier for machines to interpret.\n\nAI visibility monitoring \u2014 tracking whether ChatGPT, Gemini, Perplexity and Google AI Overviews actually mention/cite the brand. POLARIS+1\n\nIf you tell me your industry, company size, and approximate monthly PR/GEO budget, I can narrow this to 5 agencies and compare their services, pricing, geography, and relevant case studies." }, { "day": "2026-09-19", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that AI systems are likely to discover, trust, cite, and link to in answers, the creators fall into a few broad groups.\n\nWho creates it?\n\nOriginal publishers and journalists \u2014 newspapers, magazines, specialist publications, and independent newsrooms. OpenAI explicitly describes partnerships with publishers such as Reuters, AP, The Atlantic, Vox Media, Cond\u00e9 Nast, News Corp, and others, and says ChatGPT Search can cite and link to publisher content.\n\nSubject-matter experts \u2014 doctors, lawyers, engineers, researchers, consultants, academics, and practitioners who publish genuinely original expertise.\n\nResearch institutions and academics \u2014 universities, laboratories, think tanks, professional organizations, and researchers producing primary research, datasets, studies, and technical analysis.\n\nCompanies and their experts \u2014 businesses publishing original research, benchmarks, documentation, product data, case studies, industry reports, and expert commentary.\n\nGovernment and public institutions \u2014 agencies and other authoritative bodies producing primary statistics, regulations, reports, standards, and official information.\n\nIndependent specialist sites and creators \u2014 niche publishers, reviewers, analysts, bloggers, and communities that have first-hand knowledge or original data.\n\nAggregators and secondary publishers can also be surfaced, but their strongest contribution is usually synthesis, analysis, or additional reporting, rather than simply repeating material available elsewhere.\n\nThe important distinction\n\nThere isn't a special class of people who \u201cwrite for ChatGPT\u201d or \u201cwrite for Google AI Overviews.\u201d\n\nThey're mostly creating content for the open web, and AI search systems decide which sources to retrieve for a particular question.\n\nFor ChatGPT specifically, OpenAI says any public website can appear in ChatGPT Search, and recommends allowing OAI-SearchBot to crawl content that you want eligible for summaries and citations.\nChatGPT Search retrieves web results and can cite the sources it uses.\n\nGoogle likewise treats AI Overviews as part of Search. Google provides guidance for publishers and says content can appear in AI Overviews and AI Mode, including through its \u201cpreferred sources\u201d functionality.\n\nSo, in practical terms\n\nThe most valuable AI-search content creator isn't necessarily the person who produces the most content. It's often the person or organization that can provide something an AI system needs to answer a question:\n\noriginal fact + identifiable expertise + evidence + specificity + useful context.\n\nFor example, instead of another generic article titled \u201c10 Benefits of Solar Energy,\u201d a solar engineer publishing original performance data from 500 installations, explaining methodology and citing the underlying measurements, has created substantially more distinctive source material.\n\nThis is increasingly becoming a discipline sometimes called GEO (Generative Engine Optimization) or AI search optimization, but the underlying objective is different from simply \u201cranking on Google\u201d: you want your organization to become a source that AI systems have reason to retrieve and cite.\n\nIf you're asking this from a business/marketing perspective, I can also break down which types of people you should hire to create ChatGPT/AI Overview-worthy content (e.g., journalists vs. SEO writers vs. subject-matter experts vs. researchers) and what their deliverables should look like." }, { "day": "2026-09-19", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "Source-worthy content for ChatGPT and Google AI Overviews is usually created by credible publishers, experts, organizations, brands, communities, and institutions whose pages provide clear, verifiable answers. AI systems do not rely on one \u201capproved\u201d group of creators; they select sources based on relevance, quality signals, availability, and the specific question.\n\nCommon source creators include:\n\nSubject-matter experts \u2014 researchers, analysts, practitioners, and professionals publishing original insights, data, methods, or explanations.\n\nPublishers and journalists \u2014 reputable news organizations producing reporting, investigations, and analysis.\n\nUniversities and research organizations \u2014 studies, papers, educational resources, and expert commentary.\n\nGovernment and nonprofit institutions \u2014 authoritative statistics, regulations, standards, and public guidance.\n\nCompanies and brands \u2014 documentation, technical guides, product information, case studies, and original research.\n\nReference communities \u2014 resources such as encyclopedias, forums, and review platforms can be cited when they contain useful, well-structured information.\n\nContent that tends to be more \u201cAI-citation friendly\u201d often has:\n\nA clear answer to a specific question\n\nOriginal research, examples, data, or firsthand experience\n\nNamed authors and credentials\n\nAccurate citations and references\n\nStrong structure (headings, definitions, tables, FAQs)\n\nRegular updates when facts change\n\nFor a business trying to earn citations, the strongest approach is usually not just publishing promotional pages, but creating reference-worthy assets: original studies, industry benchmarks, expert explainers, detailed documentation, comparisons, and resources that other sites naturally cite.\n\nThe main difference is that Google AI Overviews often draws from the web-search ecosystem, while ChatGPT with browsing/search features uses retrieved sources available to it; their citation patterns can differ, so content that succeeds in one system is not guaranteed to appear in the other." }, { "day": "2026-09-19", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "Source-worthy content for ChatGPT and Google AI Overviews is usually created by publishers, researchers, experts, organizations, businesses, and communities whose information is accurate, useful, and trusted.\n\nCommon creators include:\n\nOriginal researchers and academics \u2014 studies, papers, datasets, and expert analysis.\n\nIndustry experts and practitioners \u2014 detailed guides, technical documentation, case studies, and firsthand experience.\n\nNews organizations and publishers \u2014 reporting, investigations, and analysis.\n\nGovernment, nonprofits, and institutions \u2014 authoritative statistics, policies, and public information.\n\nBusinesses and brands \u2014 product documentation, research reports, FAQs, and knowledge resources.\n\nCommunity platforms \u2014 discussions and firsthand experiences that help answer practical questions.\n\nTo become a source AI systems are more likely to surface, content generally needs:\n\nClear authorship and expertise\n\nOriginal information or analysis\n\nAccurate citations and evidence\n\nStrong reputation signals\n\nUseful answers to specific questions\n\nRegular maintenance when facts change\n\nFor organizations trying to earn AI visibility, the work is increasingly called generative engine optimization (GEO): creating content that AI systems can understand, verify, and cite.\n\nNo single publisher is guaranteed inclusion: ChatGPT and Google AI Overviews use different systems and source-selection methods, so being visible across AI platforms often requires building authority across multiple channels, not just a company website." }, { "day": "2026-09-19", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that AI systems are likely to discover, cite, summarize, or link to, the creators are broader than traditional publishers.\n\nWho creates source-worthy content?\n\nSubject-matter experts and practitioners \u2014 people documenting firsthand experience, original research, testing, case studies, or professional expertise. Google explicitly emphasizes first-hand expertise and unique, non-commodity content.\n\nPublishers and journalists \u2014 newspapers, magazines, specialist publications, and independent newsrooms producing original reporting. OpenAI has partnerships with publishers including The Washington Post, Reuters, The Atlantic, Vox Media, and others for ChatGPT search.\n\nBusinesses and brands \u2014 companies that publish genuinely useful original material: technical documentation, product research, original data, comparisons, case studies, FAQs, and expert commentary. Google says AI Overviews can surface content from publishers, businesses, and creators.\n\nIndependent creators \u2014 bloggers, YouTubers, reviewers, researchers, newsletter writers, and other individuals with distinctive firsthand knowledge or perspectives. Google is increasingly emphasizing \u201coriginal voices\u201d and creator insights in AI Search.\n\nUniversities, government agencies, nonprofits, and professional organizations \u2014 particularly when they publish authoritative primary information, research, statistics, standards, or official guidance.\n\nCommunity and specialist sites \u2014 forums, niche publications, and enthusiast communities can be valuable when they contain genuine experience or information unavailable elsewhere. Their usefulness depends heavily on the query and the quality of the underlying information.\n\nThe important distinction\n\nChatGPT and Google aren't primarily looking for \u201ccontent written for AI.\u201d They're looking for useful information on the web.\n\nGoogle's current guidance is unusually explicit: there are no special requirements or special optimizations for AI Overviews beyond being eligible for Search. It recommends helpful, reliable, people-first content, particularly material that is original and provides value beyond what already exists.\n\nOpenAI similarly says that public websites can appear in ChatGPT search, and recommends allowing OAI-SearchBot to crawl the site so content can be discovered and surfaced in summaries and citations.\n\nSo the emerging opportunity is less:\n\n\u201cWho can produce the most SEO articles?\u201d\n\nand more:\n\n\u201cWho has information worth citing that isn't adequately available elsewhere?\u201d\n\nThat includes original research, proprietary data, firsthand experience, expert analysis, testing, interviews, primary documents, local knowledge, and genuinely useful explanations.\n\nIf you're asking this from a business/SEO perspective, I can also break down the specific types of content that are most likely to become citations in both ChatGPT and Google AI Overviews, and how to build a content strategy around them." }, { "day": "2026-09-19", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that AI search systems are likely to discover, trust, cite, and link to, the people creating it are broader than traditional SEO writers.\n\nThe main categories are:\n\nOriginal researchers and subject-matter experts \u2014 people producing genuinely new data, experiments, analyses, surveys, benchmarks, or expert commentary.\n\nJournalists and editorial teams \u2014 especially those doing original reporting rather than republishing summaries. OpenAI explicitly describes ChatGPT Search as connecting users with original, high-quality web content and has partnerships with major publishers.\n\nIndustry analysts and specialist publishers \u2014 organizations producing authoritative market research, technical analysis, standards, and sector-specific reporting.\n\nCompanies with proprietary expertise \u2014 for example, a manufacturer publishing original testing data, an engineering firm documenting a technical finding, or a SaaS company publishing transparent benchmark research.\n\nUniversities, researchers, and nonprofits \u2014 particularly when they publish primary research, datasets, methodologies, or authoritative explainers.\n\nPractitioners with demonstrated expertise \u2014 doctors, engineers, lawyers, developers, economists, etc., when they're publishing substantive material based on first-hand experience rather than generic SEO content.\n\nData publishers and reference organizations \u2014 organizations maintaining structured, frequently updated factual information.\n\nWhat makes their content \u201csource-worthy\u201d?\n\nThe strongest common denominator is information that adds something the AI cannot get simply by paraphrasing 20 other webpages.\n\nThink:\n\nPrimary evidence \u2192 original insight \u2192 clear explanation \u2192 identifiable author/organization \u2192 accessible webpage\n\nrather than:\n\n\u201c10 Things You Need to Know About X\u201d assembled from other websites.\n\nThis matters for both systems, but they aren't identical.\n\nChatGPT Search: OpenAI says public websites can appear in ChatGPT Search and specifically says publishers should avoid blocking OAI-SearchBot if they want content to be discoverable, surfaced, cited, and linked.\nChatGPT Search retrieves web results and generates answers with links to relevant sources.\n\nGoogle AI Overviews: Google describes AI Overviews/AI Mode as drawing on a variety of sources, including web sources. Google also emphasizes crawlability and indexing; being technically accessible to Google remains foundational.\n\nSo if you're asking \u201cWho should we hire/create content for this?\u201d, I would distinguish between content writers and source creators. The latter are people who can produce original evidence, expertise, data, first-hand experience, or reporting. A good AI-search content strategy turns that raw expertise into pages that are easy for search engines and AI systems to understand and attribute.\n\nIf you're asking because you're considering building a business around creating \u201cAI-citable\u201d content for companies, that's an especially interesting distinction: the opportunity is less \u201cwrite more SEO articles\u201d and more \u201cmanufacture authoritative source material that AI systems have a reason to cite.\u201d" }, { "day": "2026-09-19", "question": "Who creates source-worthy content for ChatGPT and Google AI Overviews?", "answer": "If by \u201csource-worthy content\u201d you mean content that ChatGPT Search and Google AI Overviews are likely to discover, cite, and link to, the answer is broader than \u201cSEO writers.\u201d\n\nThe strongest source creators tend to be:\n\nOriginal researchers and experts \u2014 people publishing primary research, experiments, datasets, technical analysis, or firsthand expertise.\n\nJournalists and publishers \u2014 especially organizations doing original reporting rather than rewriting other outlets. OpenAI explicitly describes ChatGPT Search as connecting users with original, high-quality web content and cites publisher partnerships as part of that ecosystem.\n\nSubject-matter experts and practitioners \u2014 doctors, engineers, lawyers, consultants, tradespeople, analysts, etc., when they contribute genuinely useful firsthand knowledge.\n\nCompanies and brands with proprietary information \u2014 original product documentation, benchmarks, case studies, pricing information, research, customer data, and other information unavailable elsewhere.\n\nIndependent creators \u2014 bloggers, YouTubers, newsletter writers, and niche experts who contribute distinctive firsthand perspectives or information.\n\nUniversities, government agencies, nonprofits, and professional organizations \u2014 particularly for authoritative primary information, statistics, standards, and research.\n\nSpecialist publishers and reference sites \u2014 when they provide accurate, well-maintained, genuinely useful explanations rather than generic SEO summaries.\n\nWhat makes their content \u201csource-worthy\u201d?\n\nThere is substantial overlap between what Google and ChatGPT look for:\n\n1. Original information\n\nSomething worth citing because you actually know, measured, tested, reported, documented, or experienced it\u2014not because you rewrote ten existing articles.\n\nGoogle specifically advises creators to focus on unique, valuable, people-first content, and says its AI features rely on the same foundational Search principles.\n\n2. Clear authority and provenance\n\nWho wrote it? Why should they know? What evidence supports it? Can the claims be independently checked?\n\nGoogle's guidance emphasizes expertise, experience, authoritativeness, and trustworthiness.\n\n3. Specific answers to specific questions\n\nContent that directly resolves a question is easier for an AI system to use than a vague 2,000-word article stuffed with keywords.\n\n4. Information that adds something to the existing web\n\nFor example:\n\n\u201cWe analyzed 4,200 customer-support tickets and found that 37% involved X.\u201d\n\nis much more source-worthy than:\n\n\u201cCustomer service is important for businesses.\u201d\n\n5. Strong supporting evidence\n\nPrimary sources, citations, data, methodology, documentation, examples, dates, and transparent authorship all help establish reliability.\n\n6. Accessibility to search systems\n\nFor Google AI features, the page generally needs to be indexed and eligible to appear in ordinary Google Search; Google says there are no special technical requirements specifically for AI Overviews beyond its normal Search requirements.\n\nFor ChatGPT Search, OpenAI says public websites can appear, and publishers should avoid blocking OAI-SearchBot if they want their content to be discoverable and cited.\n\nThe important distinction\n\nThere are really two different jobs:\n\nCreating source-worthy information \u2192 researcher, journalist, expert, practitioner, company, institution, creator.\n\nMaking that information discoverable \u2192 SEO/content/technical teams.\n\nThe second group doesn't necessarily create the source-worthy material. Their job is to make the underlying expertise crawlable, understandable, findable, and attributable.\n\nAnd neither Google nor OpenAI guarantees that excellent content will be cited. Google explicitly notes that meeting its requirements does not guarantee crawling, indexing, or serving a page, while ChatGPT's search results can also be incomplete or change from query to query.\n\nSo if you're asking this from a business/marketing perspective, the emerging role is less \u201cAI SEO writer\u201d and more original-information publisher: someone who can turn proprietary expertise, data, research, experience, and evidence into material that an AI system has a reason to cite." }, { "day": "2026-09-21", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that specifically build third-party authority\u2014earned media, expert mentions, citations, reviews, directories, and other off-site signals rather than mainly optimizing your own website, the market is fairly concentrated.\n\nThe firms I\u2019d put on your research list are:\n\nEnleaf \u2014 unusually explicit about an \u201cauthority engineering\u201d approach built around independent third-party validation, digital PR, expert positioning, original research, and brand mentions.\n\nRelevance \u2014 focuses on \u201cAI Authority Engineering,\u201d including digital PR, earned media, third-party citations, and brand authority.\n\nAvenue Z \u2014 combines GEO with media relations, reputation work, and PR; particularly relevant if you want actual media coverage to feed AI visibility.\n\nCrackle PR \u2014 very PR-native: its positioning is essentially earned media + GEO/AEO, with the thesis that authoritative coverage becomes material AI systems can cite.\n\n21 Degrees Digital \u2014 explicitly lists digital PR and citations as a GEO workstream, alongside authority content and AI-visibility tracking.\n\nIntero Digital \u2014 takes a broader GEO approach but explicitly includes third-party mentions, earned media, expert commentary, community activity, and high-trust digital spaces.\n\nLandis Communications \u2014 PR-led GEO, with an explicit emphasis on third-party validation and trust/authority signals.\n\nAMP Public Relations \u2014 combines technology PR with GEO and specifically targets media coverage, expert commentary, thought leadership, and brand citations.\n\nGo Fish Digital \u2014 broader GEO/SEO capability, but its offering includes Digital PR and third-party mentions alongside technical and content work.\n\nIf third-party authority is the main requirement\n\nI'd divide the landscape conceptually like this:\n\nFirm\nThird-party authority focus\nGEO/technical depth\nEnleaf\nVery high\nHigh\nRelevance\nVery high\nHigh\nCrackle PR\nVery high\nMedium\nAvenue Z\nHigh\nHigh\nLandis Communications\nHigh\nMedium\nAMP PR\nHigh\nMedium\n21 Degrees\nHigh\nHigh\nIntero Digital\nHigh\nHigh\nGo Fish Digital\nHigh\nHigh\n\nThat's not a ranking; it's a description of the emphasis each firm publicly describes.\n\nThe important distinction is that \u201cGEO\u201d doesn't necessarily mean authority building. Some firms primarily do technical retrieval, schema, content restructuring, prompt tracking, and entity optimization. If your actual problem is \u201cAI models don't have enough independent evidence that we're a credible/recognized entity,\u201d you want a firm capable of generating off-site corroboration, not just optimizing your own pages.\n\nFor example, Enleaf explicitly describes independent third-party validation as the core mechanism, while Intero explicitly separates authority signals such as third-party mentions and earned media from technical \u201cstructure\u201d work.\n\nIf you tell me B2B SaaS, enterprise, professional services, ecommerce, local, or another category, I can narrow this to the firms whose actual execution model is closest to third-party authority building." }, { "day": "2026-09-21", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that specifically work on off-site authority\u2014third-party mentions, earned media, directories, reviews, Reddit/community presence, and getting your brand onto sources that AI systems cite, there are several worth looking at.\n\nFirms with a strong third-party/authority orientation\n\nRelevance \u2014 explicitly positions its work around AI Authority Engineering, digital PR, earned media, third-party citations, and brand authority. This is probably the closest match to the specific service you described.\n\nPolaris Agency \u2014 offers AI citation-footprint audits, digital PR/earned mentions, authority-building and unlinked-mention reclamation, third-party profiles, and presence in AI-cited communities.\n\nLandis Communications \u2014 comes from a traditional PR background and specifically connects earned media and third-party validation with GEO/AI search visibility.\n\nSiege Media \u2014 particularly relevant if you want authority generated through original research, link-worthy assets, digital PR, and citation-worthy content, rather than simply directory placement.\n\nGo Fish Digital \u2014 combines GEO with Digital PR, AI citation analysis, query/fan-out research, and structured/entity work.\n\nIntero Digital \u2014 explicitly lists third-party mentions, earned media, industry/community activity, expert commentary, and high-quality authority signals within its GEO framework.\n\nSEO Back Office \u2014 unusually explicit about the tactic: it maps the third-party pages AI systems cite, then contacts those publishers to get clients added or existing information corrected.\n\nSeal Global \u2014 focuses on citation/brand-mention building on sources such as industry publications, directories, Clutch/BBB-type profiles, and press, alongside entity optimization.\n\nIf third-party mentions are the main thing you're buying\n\nI'd separate the market into three models:\n\nModel\nFirms to investigate\nWhat you're primarily buying\nAI-focused authority / citations\nRelevance, Polaris, SEO Back Office\nGetting mentioned on sources AI engines actually retrieve\nDigital PR + authority\nLandis, Siege Media, Go Fish\nEarned coverage, research, links, editorial mentions\nFull GEO with authority component\nIntero, iPullRank, Omniscient, Directive\nTechnical + content + entity + off-site GEO\n\nThe important distinction is that \u201cwe do GEO\u201d doesn't necessarily mean \u201cwe build third-party authority.\u201d Some firms primarily optimize your own site, schema, content structure and entity data. Others actually work on the web outside your domain\u2014which sounds like the capability you're after. Current agency descriptions explicitly identify third-party mentions and earned media as a distinct GEO component.\n\nOne particularly useful signal when vetting vendors: ask them to show you the actual third-party domains they intend to influence, not just an \u201cAI visibility\u201d dashboard. The strongest programs can tell you something like: \u201cChatGPT/Perplexity are repeatedly citing these 40 domains for your category; you're absent from 17 of them, and here's our plan for the relevant 17.\u201d That is materially different from simply producing more blog content.\n\nIf you tell me your industry and approximate company size, I can narrow this to ~5 firms that specifically fit a third-party authority / AI citation-building mandate, including their services and publicly available pricing." }, { "day": "2026-09-21", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO you mean Generative Engine Optimization (optimizing for ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.), the firms most focused on third-party mentions, citations, digital PR, and authority signals tend to be agencies with strong SEO + content PR backgrounds rather than purely technical SEO shops. GEO work in this area usually involves earning mentions on trusted sites, review platforms, communities, directories, and other sources that AI systems may use as evidence.\n\nSome firms known for emphasizing this angle:\n\nFirm\nThird-party authority focus\nSiege Media\nStrong fit for original research, data-driven content, and digital PR assets designed to earn citations and mentions.\n\nRelevance\nPositions GEO around AI authority engineering, earned media, and third-party citations.\n\nGo Fish Digital\nFocuses on AI visibility research, citation analysis, digital PR, and brand mentions.\n\nOmniscient Digital\nMore content-authority oriented: topical authority, expert content, and source-worthy material for AI retrieval.\n\nDirective\nEnterprise B2B focus with content and AI-search visibility programs.\n\nAnimalz\nKnown for expert-driven B2B content programs that can support authority building.\n\nTripleDart\nExplicitly discusses third-party authority, review sites, communities, and citation building as GEO inputs.\n\nRankSiege & Co\nSpecifically markets citation networks, digital PR for LLMs, entity building, and AI citation tracking.\n\nA GEO vendor that truly specializes in authority/mentions should usually be able to show work in these areas:\n\nDigital PR / earned media: getting cited in publications AI systems commonly retrieve from.\n\nReview and community presence: relevant profiles and discussions on sites such as industry directories, review platforms, and forums.\n\nEntity optimization: making sure your company, products, founders, and categories are consistently represented across the web.\n\nCitation-gap analysis: comparing where competitors are mentioned and where your brand is absent.\n\nAI visibility measurement: tracking whether target prompts produce brand mentions or citations.\n\nWhen evaluating a GEO firm, I would ask for:\n\nExamples of earned third-party mentions they generated (not just blog posts on your own site).\n\nBefore/after AI citation visibility measurements.\n\nThe exact sources they target and why those sources matter for your industry.\n\nWhether they rely on paid placements, PR, editorial coverage, communities, reviews, or content partnerships.\n\nThe market is still young, and many agencies are adapting existing SEO/content services under the GEO label, so the specific evidence of authority-building work matters more than the GEO branding itself." }, { "day": "2026-09-21", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms focused on getting brands mentioned, cited, and trusted by AI systems (ChatGPT, Perplexity, Gemini, Google AI Overviews), the firms most aligned with third-party mentions and authority signals tend to come from the overlap of GEO, digital PR, content authority, entity optimization, and SEO.\n\nSome examples:\n\nFirm\nThird-party authority focus\nTypical GEO-related work\nRelevance\nStrong emphasis on earned media, AI authority, and external citations\nDigital PR, brand authority building, third-party citations, AI visibility work\n\nSiege Media\nResearch-driven content designed to earn links, mentions, and citations\nOriginal research, data content, digital PR, citation-worthy assets\n\nOmniscient Digital\nFocus on topical authority and content that becomes a trusted reference\nB2B content strategy, expert content, source-worthiness for AI retrieval\n\nGo Fish Digital\nCombines AI visibility with reputation, PR, and authority signals\nCitation analysis, prompt research, digital PR, structured data, AI visibility measurement\n\nEnleaf\nExplicitly positions third-party validation as a core GEO input\nDigital PR, expert positioning, original research, brand mention building, entity authority\n\nRanksiege & Co\nFocuses on citation networks and external references\nThird-party mentions, PR placements, directories, entity graph building, AI citation tracking\n\nFirst Page Sage\nUses thought leadership and authority content as part of GEO positioning\nEnterprise content programs, thought leadership, AI visibility strategies\n\nWhat to look for if third-party authority is your priority\n\nA GEO firm that is genuinely focused on authority should usually discuss:\n\nEarned mentions in publications, industry sites, communities, and review platforms\n\nDigital PR campaigns rather than only on-site optimization\n\nEntity authority (how AI systems understand your brand, people, products, and relationships)\n\nCitation gap analysis (which sources AI engines cite for your competitors but not you)\n\nIndependent references rather than only publishing more pages on your own site\n\nBe cautious with firms whose GEO offering is mostly:\n\nadding FAQ/schema markup,\n\ngenerating large volumes of AI-written articles,\n\nclaiming guaranteed ChatGPT rankings,\n\nor creating self-promotional \u201cbest companies\u201d pages (which may not represent independent authority).\n\nIf you are evaluating vendors, a useful shortlist would separate them into:\n\nDigital PR / earned authority specialists (best for third-party mentions),\n\nEnterprise GEO + technical SEO firms, and\n\nContent authority firms." }, { "day": "2026-09-21", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "If by GEO (Generative Engine Optimization) you mean firms that focus on getting brands mentioned, cited, and treated as authoritative sources by AI engines (ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.), the firms most aligned with third-party mentions and authority building tend to emphasize:\n\nDigital PR and earned media\n\nBrand/entity authority\n\nReview-site presence (e.g., G2, industry directories)\n\nCommunity mentions\n\nCitation tracking\n\nKnowledge graph/entity signals\n\nContent that AI systems can extract and cite\n\nSome firms with this positioning include:\n\nFirm\nThird-party authority focus\nSiege Media\nStrong fit if you need earned media, original research, digital PR, and citation-worthy content. Its GEO positioning builds on its existing content marketing and PR capabilities.\n\niPullRank\nMore enterprise-oriented; combines technical SEO, information retrieval concepts, content, and AI visibility work.\n\nGo Fish Digital\nKnown for reputation management, digital PR, and authority-building approaches that overlap strongly with GEO needs.\n\nOmniscient Digital\nRelevant for B2B brands that need authoritative content ecosystems and AI-search visibility.\n\nFirst Page Sage\nFocuses heavily on thought leadership, expert content, and category authority signals.\n\nTripleDart\nExplicitly discusses third-party mentions, review sites, communities, and citation building as part of GEO.\n\nRankSiege\nPositions its GEO offering around citation networks, digital PR, entity building, and third-party references.\n\nA useful way to separate providers:\n\nPR/authority-led GEO\n\nBest when the problem is: \u201cAI engines don\u2019t trust or mention us because nobody authoritative talks about us.\u201d\n\nLook for:\n\nDigital PR campaigns\n\nJournalist outreach\n\nIndustry publication mentions\n\nExpert interviews\n\nResearch reports\n\nReview/community visibility\n\nExamples: Siege Media, Go Fish Digital, First Page Sage.\n\nTechnical/entity-led GEO\n\nBest when the problem is: \u201cAI systems don\u2019t understand our brand, products, or relationships.\u201d\n\nLook for:\n\nEntity optimization\n\nSchema/structured data\n\nKnowledge graph work\n\nContent architecture\n\nCitation monitoring\n\nExamples: iPullRank and other enterprise SEO/GEO specialists.\n\nHybrid GEO programs\n\nThese combine authority building + technical work:\n\nThird-party mentions\n\nAI citation measurement\n\nContent engineering\n\nEntity optimization\n\nExamples: TripleDart, RankSiege, and several firms listed in GEO agency directories.\n\nWhen evaluating a GEO firm specifically for authority, I\u2019d ask for:\n\nA baseline of where your brand is currently cited in AI answers.\n\nA list of target third-party sources they plan to earn or improve.\n\nExamples separating earned mentions from owned content.\n\nTheir measurement method for \u201cAI visibility\u201d or \u201ccitation share.\u201d\n\nWhether they can show changes in AI answers over time rather than only SEO metrics.\n\nThe GEO market is still developing, so many providers use similar terminology; the clearest differentiator is whether they can demonstrate a repeatable process for earning and measuring independent citations rather than only optimizing your own website." }, { "day": "2026-09-21", "question": "Which GEO firms focus on third-party mentions and authority?", "answer": "I\u2019ll identify firms specifically positioned around GEO (Generative Engine Optimization) through third-party authority, mentions, citations, PR, and entity visibility\u2014not just traditional technical SEO." } ] }