AEO and GEO Agencies for B2B and SaaS: What The Shortlist Report Finds ====================================================================== Question: Which GEO agencies work with B2B and SaaS companies? Engine: chatgpt Collected: 2026-09-05, 2026-09-06, 2026-09-09, 2026-09-12, 2026-09-13, 2026-09-16, 2026-09-19, 2026-09-20 Answers: 84 Every answer this report was counted from, unedited. --- ANSWER 1 of 84 (2026-09-05) --- Q: Which agencies track AI visibility for enterprise software brands? For enterprise software brands, AI visibility tracking is an emerging category usually called Generative Engine Optimization (GEO), AI Search Optimization, LLM visibility monitoring, or Answer Engine Optimization (AEO). Agencies typically measure whether a brand is mentioned, recommended, cited, ranked, or accurately represented in tools such as ChatGPT, Google AI Overviews, Gemini, Claude, Perplexity, and Copilot. Some agencies that track this for B2B SaaS and enterprise technology brands include: AgencyBest fitWhat they track iPullRankLarge enterprise technology companiesAI search visibility, retrieval behavior, semantic modeling, query analysis, technical GEO Go Fish DigitalEnterprise and mid-market brandsAI Overviews analysis, semantic visibility, digital authority signals, competitor comparisons OmniusSaaS and fintech companiesPrompt tracking, AI citations, content/entity optimization, AI acquisition measurement Siege MediaSoftware companies investing in authority/contentResearch-driven content and AI discoverability programs LSEOCompanies wanting SEO + AI visibility workflowsPrompt monitoring, citation tracking, competitive intelligence Reboot OnlineBrands wanting measurement-heavy GEOAI citation share, retrieval analysis, visibility mapping, benchmark reporting Polaris AgencyB2B and enterprise brandsLLM visibility tracking, AI search audits, entity optimization, reporting MekaaB2B SaaS companiesAI citation audits, competitor benchmarking, ChatGPT/Perplexity/AI Overview visibility There are also software platforms that agencies and in-house teams use for monitoring rather than full-service consulting: Tower GEOtowergeo.com — monitors brand visibility, sentiment, citations, and competitor positioning across major AI engines. GEOCARAgeocara.com — tracks mentions, citations, and recommendations across multiple AI answer engines. Reputably AI Visibility Trackingreputably.net — focuses on AI mentions, rankings, sentiment, competitors, citations, and share of voice. For an enterprise software brand, I would evaluate agencies based on whether they can report: Share of model / share of answer (how often your brand appears vs. competitors) Citation sources (which websites AI systems rely on when mentioning you) Prompt-level visibility (e.g., “best CRM for enterprise teams” rather than vanity brand searches) Product accuracy (whether AI describes your features, integrations, pricing, and positioning correctly) Competitive displacement (which competitors appear when you do not) The category is still young, so many traditional SEO agencies now offer GEO services, but fewer have mature enterprise measurement frameworks. For a large B2B software company, I would generally shortlist firms that combine AI monitoring + technical SEO/entity expertise + content authority work, rather than agencies that only provide “AI audits.” --- ANSWER 2 of 84 (2026-09-05) --- Q: Which agencies track AI visibility for enterprise software brands? For enterprise software brands, AI visibility tracking (often called GEO — Generative Engine Optimization, AEO — Answer Engine Optimization, or AI search intelligence) is still an emerging category. The market is split between: Specialist AI visibility agencies that run audits, strategy, and optimization programs. Enterprise SEO agencies expanding into AI search. Software platforms that monitor how brands appear in ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and similar systems. Here are the main players to evaluate: Specialist AI visibility agencies Profound — Often considered one of the more enterprise-oriented AI visibility platforms. It focuses on tracking brand mentions, citations, competitor presence, and how AI systems describe companies. Sourceworks — Works with enterprise brands on AI discovery infrastructure, including measurement of citation rate, share of voice, and AI-generated answer presence. Previsible — An enterprise SEO agency that has expanded into AI discovery, GEO strategy, benchmarking, and implementation. Foundation — Focuses heavily on SaaS/software companies and measures AI citation visibility and “share of model” for clients. Search Agency — Provides AI search optimization programs with tracking around citation share, mentions, sentiment, and AI-attributed traffic. AI visibility tracking platforms OpenLens — Tracks how AI platforms describe brands, including mentions, recommendations, sources, and competitor comparisons across major assistants. RISN AI — Built for agencies managing multiple brands, with AI visibility audits, competitor benchmarking, and reporting workflows. Adventyx — Offers enterprise monitoring across ChatGPT, Gemini, Perplexity, Claude, and Grok, including multi-brand tracking. Searchable — Provides AI search visibility analytics for B2B software companies and other brands. Broader enterprise SEO vendors adding AI visibility These are relevant if you already use them for SEO/content intelligence: BrightEdge — Enterprise SEO vendor moving into AI search measurement and optimization workflows. Seer Interactive — Known for data-driven SEO and experimentation, now applying similar approaches to AI search visibility. iPullRank — Focuses on technical SEO, entity strategy, and AI search readiness. What enterprise software buyers should ask these agencies/vendors to measure For a SaaS or enterprise software brand, avoid a simple “AI ranking score.” Strong programs usually track: Prompt coverage: How often your brand appears for buyer-intent questions (“best CRM for enterprise,” “alternatives to X,” etc.). Mention rate: Percentage of AI answers that include your brand. Recommendation strength: Whether AI merely mentions you or recommends you. Citation share: Which websites and sources AI systems rely on when discussing your company. Competitor displacement: Which competitors appear instead of you. Product-level visibility: Whether individual products/features appear, not just the corporate brand. AI referral traffic: Visits or conversions influenced by AI platforms. For a large enterprise software company, I would typically shortlist Profound, OpenLens, Sourceworks, Foundation, Previsible, and BrightEdge first, then choose based on whether you need measurement only or a full strategy + content + technical implementation partner. --- ANSWER 3 of 84 (2026-09-05) --- Q: Which agencies track AI visibility for enterprise software brands? Yes. For enterprise software / B2B SaaS, I’d separate the market into agencies that actually run AI-visibility programs and platforms agencies or in-house teams use to measure visibility. Agencies worth looking at Previsible — probably one of the stronger enterprise-oriented options. It positions itself around GEO/AEO for enterprise teams and says its methodology incorporates analysis of millions of AI responses, alongside SEO, content, digital PR, and implementation. Gutenberg — recently launched a dedicated AI Visibility service combining SEO, AEO/GEO, content and PR. Its measurement includes brand visibility, citation accuracy and AI referrals. APG Agency — offers an explicit AI-visibility audit based on fixed buyer-question sets, measuring mentions, citations and competitors across ChatGPT, Gemini, Perplexity and Google AI Overviews. Botfusions — particularly relevant if you're a B2B SaaS brand; it explicitly targets B2B SaaS, fintech and ecommerce and tracks visibility across eight AI engines. Enterprise-grade measurement platforms If by "track" you mean ongoing measurement rather than hiring an agency, these are the names I'd put on an enterprise shortlist: Profound — one of the leading enterprise-focused AI visibility platforms, tracking brand presence, citations and competitors across a broad set of AI answer engines. Conductor — combines enterprise SEO with AEO/AI-search intelligence and tracks visibility across ChatGPT, Gemini, Copilot and Claude, with connections to traffic, conversions and revenue. DemandSphere — particularly interesting for large SEO organizations because it combines traditional SERP analytics, LLM visibility, log-file analytics and warehouse data. GrowByData — focused on enterprise/localized LLM visibility, including competitive comparisons across ChatGPT, Google AI Overviews and Perplexity. Scrunch AI — another enterprise-oriented option; current industry comparisons place it among the stronger enterprise AI-visibility platforms. My shortlist for an enterprise software brand If you're evaluating this for something like Salesforce/HubSpot/ServiceNow-style B2B software, I'd start with: Previsible — if you want an agency to do the work. Profound — if you want sophisticated enterprise measurement. Conductor — if AI visibility needs to sit alongside your existing enterprise SEO operation. GrowByData — if localization, markets and competitive intelligence matter heavily. APG — if you want a more focused audit/strategy engagement. The important distinction is that AI visibility isn't just "rank tracking for ChatGPT." The better enterprise programs measure mention rate, citation/share-of-voice, competitive presence, sentiment/positioning, source influence, prompt-level variation, and change over time. If you tell me which enterprise software category you're in (e.g. cybersecurity, CRM, ERP, HR tech, martech), I can narrow this to 5 agencies that specifically have relevant B2B SaaS/enterprise experience and compare their methodologies. --- ANSWER 4 of 84 (2026-09-05) --- Q: Which agencies track AI visibility for enterprise software brands? For enterprise software brands (B2B SaaS, cybersecurity, cloud, ERP, developer tools, etc.), AI visibility tracking is usually handled by a mix of GEO/AEO agencies, enterprise SEO agencies adding AI search services, and specialized AI visibility platforms. The market is still emerging, so many providers combine measurement with optimization rather than only tracking. Agencies and consultancies focused on AI visibility / GEO Relevance — Focuses on Generative Engine Optimization (GEO), including AI answer visibility, citation tracking, technical SEO, and content strategies. It is positioned toward brands that want measurement plus execution. Citant.ai — Specializes in AI visibility optimization for B2B SaaS brands, tracking how often brands appear across systems such as ChatGPT, Perplexity, Gemini, Claude, Copilot, and AI Overviews. Mekaa — Offers GEO audits and optimization for B2B companies, including measuring citations and brand presence in AI-generated answers. 20North Marketing — Provides AI visibility tracking, competitive benchmarking, prompt-level reporting, and GEO services for brands. GrowByData — Offers enterprise LLM visibility monitoring focused on how brands appear in AI answers, citations, and competitor comparisons. Botfusions — Focuses on B2B SaaS and other brands becoming visible and citable in AI-generated answers. Enterprise-grade AI visibility platforms (often used with agencies) Profound — Enterprise-oriented platform for tracking how brands appear across AI answer engines, citations, and competitors. Scrunch AI — Enterprise AI search analytics and optimization platform focused on how brands are represented in generative AI. Evertune — Built around large-scale AI visibility measurement and enterprise brand monitoring. OpenLens — Tracks brand mentions, recommendations, and sources across major AI assistants, including ChatGPT, Claude, Gemini, Perplexity, and others. Reputably — Tracks brand mentions, rankings, sentiment, citations, and competitor share of voice across AI answer surfaces. What enterprise buyers typically measure A mature AI visibility program usually tracks: Share of AI voice — how often your brand appears vs. competitors Recommendation rate — whether AI assistants recommend your product Citation share — which sources AI models rely on Prompt coverage — visibility for buyer-intent questions (“best CRM for enterprise teams,” “alternatives to X,” etc.) Brand accuracy — whether AI systems describe your products correctly Competitor displacement — where rivals appear and you do not AI referral traffic — visits originating from AI platforms (where measurable) How I’d shortlist for an enterprise software company Fortune 500 / global software vendor: Profound, Scrunch AI, Evertune, GrowByData, or a large SEO/GEO consultancy. B2B SaaS growth company: Citant.ai, Relevance, Mekaa, OpenLens, or Reputably. Agency managing many software clients: OpenLens and similar monitoring platforms are useful because they provide repeatable dashboards and competitor tracking. A key evaluation question when selecting a provider: “Do you only count mentions, or do you measure buyer-intent prompts, citations, competitive share, and changes over time?” Enterprise teams usually need the latter. --- ANSWER 5 of 84 (2026-09-05) --- Q: Which agencies track AI visibility for enterprise software brands? If by “AI visibility” you mean measuring how often an enterprise software brand is mentioned, recommended, ranked, and cited inside ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews/AI Mode, etc., there’s now a distinct agency category around AEO/GEO. For an enterprise B2B software brand, I’d put these on the shortlist: The Enough Agencytheenough.agency — Strong fit if you want a managed enterprise program, not merely a dashboard. They track prompts, competitors and citations across ChatGPT, Gemini, Perplexity, Claude, Copilot and AI Overviews, and combine measurement with content, technical SEO, authority and execution. Search Agencysearch.agency — Positions itself for global enterprise GEO/AEO campaigns, including multilingual markets, with reporting around mentions, citation share, sentiment and AI-attributed traffic. Sourceworkssourceworks.ai — More specialist/technical. Its methodology focuses on the infrastructure behind AI citations—entity resolution, crawlability, third-party authority and distribution—while measuring citation rate, share of voice, sentiment and AI referral traffic. Signal360signal360.ai — Enterprise-oriented platform plus services, covering AEO/GEO visibility, AI representation, hallucination tracking, reporting and optimization. 20North Marketing20northmarketing.com — Agency offering explicit AI-visibility tracking and GEO work across ChatGPT, Google AI Mode/Overviews, Perplexity and Claude. Gutenberg AI Visibilitygutenberg.agency — A newer integrated digital/content/PR approach that measures visibility, citation accuracy and AI referrals rather than treating GEO as SEO alone. One important distinction There are really two markets here: 1. Agencies that measure + improve AI visibility The Enough Agency, Search Agency, Sourceworks, 20North, etc. are closer to what you'd hire if you're an enterprise SaaS company wanting someone to own the program. 2. AI-visibility platforms that your agency/team can use Examples include Profound, Peec AI, Otterly.ai, AthenaHQ, Scrunch, and Adobe Brand Visibility. Current market comparisons put Profound particularly toward enterprise use, while the others range from lighter monitoring to broader GEO optimization. For enterprise software specifically, I'd evaluate vendors on more than a generic “AI visibility score.” The useful measurement stack is: Prompt coverage — category, product, competitor and buyer-intent prompts Mention rate — how often you're included Recommendation/rank position — whether you're actually among the preferred vendors Citation share — which sources cause the model to mention you Competitor share of voice Sentiment / positioning accuracy Model-by-model differences — ChatGPT vs. Gemini vs. Perplexity, etc. AI referral traffic and pipeline, where measurable Change over time, with a reproducible prompt set That last point matters: a surprisingly large number of “AI visibility” reports don't clearly disclose their prompt set, denominator, time window, or methodology. One agency's recent review of 27 providers found that 22 lacked enough methodological disclosure to reproduce their visibility claims. If you're evaluating this for a specific enterprise software category (e.g. CRM, cybersecurity, HRIS, ERP, martech), I can also give you a 5–10 agency shortlist ranked specifically for B2B SaaS, including which ones actually have enterprise clients, what they measure, and approximate engagement/pricing models. --- ANSWER 6 of 84 (2026-09-05) --- Q: Which agencies track AI visibility for enterprise software brands? Yes. The market is splitting into AI-visibility monitoring platforms and agencies that run the monitoring + optimization program. For enterprise software/SaaS brands, I’d put the following on the shortlist: Agency / platformBest fitWhat they trackSearch AgencyEnterprise, multinational software brandsMentions, citation share, sentiment, AI-attributed traffic across ChatGPT, Gemini, Perplexity, Google AI Overviews, etc. Search AgencyThe Enough AgencyOngoing enterprise AI-visibility measurementChatGPT, Gemini, Perplexity, Claude, Copilot, Google AI Overviews; emphasizes repeated sampling rather than one-off scores. The Enough AgencyPassion DigitalB2B/enterprise techListed among agencies specifically offering enterprise AI Search/GEO services. GEO AgenciesOmniusB2B SaaS / fintechGEO/AEO, citation engineering and content structure for AI answers. GEO AgenciesIronpaperEnterprise B2B software/techEnterprise GEO combined with broader demand-generation/ABM work. Masters of SearchRadyantEnterprise + SEO/GEO integrationRuns AI Search and traditional SEO as one channel; particularly strong enterprise orientation. Masters of SearchGrowByDataLarge brands needing localizationLLM visibility intelligence across ChatGPT, Google AI Overviews and Perplexity, with localized/competitive analysis. GrowByDataGutenbergPR + content + AI visibilityMeasures visibility, citation accuracy and AI referrals while combining digital, content and PR. Express Computer If you mean who actually measures the visibility There are also specialist platforms that agencies use or compete with: Profound — enterprise-oriented AI visibility monitoring. Peec AI — AI-search visibility tracking and competitive monitoring. Otterly.ai — lighter-weight AI visibility monitoring. BrightEdge / Semrush — traditional enterprise SEO platforms increasingly incorporating AI-search visibility. TrustData The key metrics you want from an enterprise-software program are not just “AI visibility score.” I'd look for: Share of mentions — how often your brand appears for buyer-intent prompts. Recommendation/ranking position — whether AI recommends you vs. competitors. Citation share — which sources AI systems use to substantiate recommendations. Message accuracy — what AI says about your product, pricing, integrations, strengths, etc. Competitive displacement — which competitors appear when you're absent. Model-by-model tracking — ChatGPT ≠ Gemini ≠ Perplexity ≠ Claude. Prompt-level history — ability to reproduce and trend the same buyer questions over time. For enterprise software specifically, I'd start with Search Agency, The Enough Agency, Omnius, Ironpaper, Radyant, and GrowByData rather than a generic consumer-brand GEO shop. A recent enterprise-agency comparison similarly identifies Radyant, Ironpaper and The Growth Syndicate among its leading enterprise GEO agencies. Masters of Search If you're evaluating vendors for an enterprise SaaS brand, I can also make you a 10–15 agency competitive matrix with pricing, clients, AI engines tracked, methodology, reporting capabilities, and whether they actually do the optimization versus merely measure it. --- ANSWER 7 of 84 (2026-09-06) --- Q: Which GEO agencies work with B2B SaaS companies? If you mean GEO = Generative Engine Optimization (optimizing for ChatGPT, Perplexity, Gemini, Claude, and AI Overviews), several agencies now specialize in or actively serve B2B SaaS companies. The market is still young, so it’s worth separating agencies with SaaS depth from general SEO firms that have added “GEO” as a service. GEO agencies commonly associated with B2B SaaS AgencyBest fitNotes Omniscient DigitalB2B SaaS growth teamsStrong focus on SaaS content strategy, SEO, and AI-search visibility. iPullRankEnterprise SaaS / complex productsKnown for technical SEO, semantic search, and AI search strategy. MinuttiaSaaS content + authority buildingFocuses on B2B SaaS content, topical authority, and AI-search visibility. Siege MediaSaaS companies needing content scaleStrong in research-driven content, digital PR, and authority signals that influence AI citations. NoGoodSaaS startups and growth-stage companiesOffers AI search / AEO / GEO-style services alongside growth marketing. RevenueZenB2B SaaS pipeline growthCombines SEO, content, and newer GEO approaches for B2B acquisition. DirectiveMid-market and enterprise SaaSB2B-focused demand generation agency expanding into AI search visibility. First Page SageEnterprise SaaS thought leadershipKnown for large-scale content programs and authority building. SkaleSaaS companies scaling organic acquisitionSaaS-specialized SEO agency that has moved into AI search optimization. Go Fish DigitalTechnical GEO + reputation workWorks on technical optimization, digital PR, and AI visibility. How I’d shortlist them by SaaS stage Seed to Series B SaaS Omniscient Digital Minuttia Skale RevenueZen NoGood Best if you need: category positioning comparison pages AI-readable product documentation content that earns citations Series C+ / enterprise SaaS iPullRank Directive First Page Sage Siege Media Go Fish Digital Best if you need: technical SEO + entity architecture large content ecosystems digital PR and third-party authority measurement across many AI queries What to ask a GEO agency before hiring A good B2B SaaS GEO partner should be able to explain: How they measure AI visibility Which prompts do they track? Which models (ChatGPT, Perplexity, Gemini, Claude, AI Overviews)? Do they track citations, mentions, or just traffic? How they improve model understanding Entity optimization Structured data Product/category pages Comparison content Review and third-party mentions How they connect GEO to pipeline Demo requests Qualified traffic Assisted conversions Category visibility A practical shortlist for a typical B2B SaaS company would probably start with Omniscient Digital, Minuttia, Directive, iPullRank, and Siege Media, then narrow based on your ARR stage, product complexity, and internal content resources. If you share your SaaS category (e.g., cybersecurity, CRM, DevOps, fintech, HR tech) and company stage, I can narrow this to agencies with the closest fit. --- ANSWER 8 of 84 (2026-09-06) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization (optimizing how brands appear in AI answers from ChatGPT, Perplexity, Gemini, Claude, and AI search experiences), several agencies now specifically work with B2B SaaS companies. The strongest fits tend to combine GEO with SaaS SEO, content strategy, digital PR, entity optimization, and AI visibility measurement. Here are some agencies to evaluate: AgencyBest fitNotes Directive ConsultingEnterprise B2B SaaSStrong B2B SaaS focus; offers GEO/AEO-style work around AI visibility, content, and technical foundations. Omniscient DigitalSaaS companies investing in content-led growthKnown for B2B software content strategy and increasingly AI-search-oriented programs. Siege MediaContent authority + digital PRUseful for SaaS brands needing research-driven content and third-party authority signals that AI systems rely on. iPullRankTechnical/enterprise GEOFocuses on how AI systems retrieve and interpret information, including complex enterprise sites. RevenueZenPipeline-focused B2B SaaSCombines B2B SEO with GEO-oriented visibility work. MinuttiaSaaS content + authority buildingParticularly relevant for SaaS teams already doing SEO/content programs. NoGoodGrowth-stage SaaSOffers AI search/AEO-style services alongside broader growth marketing. Go Fish DigitalTechnical GEO + reputationStronger fit for brands needing technical analysis, digital PR, and AI visibility work. First Page SageEnterprise SaaS authority contentOften considered for high-value B2B content programs that support AI visibility. OmniusDedicated SaaS/fintech GEOPositions itself around SaaS GEO, citation engineering, structured data, and AI search optimization. A few SaaS-specific GEO specialists that are more narrowly focused on AI visibility include: DerivateX — focused specifically on SaaS AI-search visibility and attribution. LoudFace — positions its GEO work around SaaS buyer discovery in AI engines. Momentence — focuses on AI representation, entity signals, and model recommendations. How I’d shortlist for a B2B SaaS company Series A–C SaaS needing pipeline growth: Directive, Omniscient Digital, Minuttia, RevenueZen. Enterprise SaaS with complex products: iPullRank, Go Fish Digital, Directive. You already have SEO/content but want AI visibility: Siege Media, Omnius, Momentence. You want a GEO-first specialist rather than an SEO agency adding GEO: DerivateX, LoudFace, Omnius. When evaluating a GEO agency, I’d ask for: Examples of SaaS brands they’ve improved in AI answers. Their methodology for measuring visibility (tracked prompts, citations, share of answers, sentiment). Whether they work on entity authority and third-party mentions, not only publishing more blog posts. How they separate GEO impact from normal SEO traffic gains. I can also narrow this to the best 5 GEO agencies for B2B SaaS by budget (e.g., <$5k/mo, $5–15k/mo, enterprise) if that’s useful. --- ANSWER 9 of 84 (2026-09-06) --- Q: Which GEO agencies work with B2B SaaS companies? If you mean GEO = Generative Engine Optimization (optimizing for ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, etc.), a number of agencies now specialize in helping B2B SaaS companies improve AI visibility. The strongest fits tend to be agencies that already understand SaaS SEO, content marketing, digital PR, technical SEO, and product-led buying journeys. Here are agencies commonly associated with B2B SaaS GEO work: AgencyBest fitNotes Omniscient DigitalB2B SaaS companies wanting GEO tied to pipelineFocuses on SaaS content strategy, AI visibility, and organic growth programs. iPullRankEnterprise SaaS and technical productsStrong technical SEO, semantic search, and AI retrieval focus. NoGoodSaaS startups needing broader growth + GEOCombines AI search optimization with growth marketing. SkaleSaaS companies scaling content and AI search visibilityKnown for SaaS-focused SEO programs with GEO/AEO positioning. Siege MediaSaaS companies needing authority, research, and citationsStrong fit when GEO requires third-party mentions, research content, and digital PR. DirectiveEnterprise B2B SaaS demand generationOffers AI search/GEO services alongside paid, SEO, and pipeline marketing. MinuttiaSaaS companies needing expert content + authorityStrong SaaS content background with AI search optimization services. RevenueZenB2B SaaS pipeline-focused SEO/GEOFocuses on revenue-oriented organic growth. Go Fish DigitalMid-market and enterprise SaaSWorks on technical SEO, reputation, and AI visibility. First Page SageEnterprise SaaS category leadershipStrong fit for companies using research-driven content to influence AI answers. A few SaaS-specialist GEO providers that have emerged recently include: Omnius — positioned around SaaS/fintech GEO, prompt tracking, content, and AI visibility measurement. DerivateX — focuses specifically on B2B SaaS AI visibility and attribution. GrowPad — focuses on SaaS SEO + GEO programs and AI citation visibility. How to evaluate a GEO agency for B2B SaaS Look for evidence they can do more than “add FAQ schema.” A good SaaS GEO partner should be able to show: Prompt tracking: Which buyer questions produce AI recommendations and where your brand appears. Citation strategy: How they get your company mentioned in sources AI systems trust. Entity optimization: Making sure models understand your product category, integrations, competitors, and positioning. Technical accessibility: Ensuring AI crawlers can interpret your site. Content designed for AI retrieval: Comparison pages, use cases, documentation, research, and expert content. Measurement tied to pipeline: AI visibility → branded searches → demos/trials/revenue. For most B2B SaaS companies, I would shortlist differently by stage: Seed–Series B: GrowPad, Skale, NoGood, Minuttia Series B–Enterprise: Omniscient Digital, Directive, iPullRank, Siege Media Technical/AI infrastructure SaaS: iPullRank, Omnius, DerivateX I can also put together a vendor shortlist by SaaS category (AI SaaS, cybersecurity, dev tools, fintech, MarTech, etc.) or a GEO agency comparison with estimated pricing ranges and case studies. --- ANSWER 10 of 84 (2026-09-06) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization (optimizing for ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews), several agencies specifically work with B2B SaaS companies. The market is still young, so many firms combine GEO with SEO, content strategy, digital PR, and AI visibility measurement. Here are some agencies worth evaluating: AgencyBest fitNotes Omniscient DigitalGrowth-stage SaaS ($10M+ ARR, content-led growth)Strong focus on SaaS content systems, AI visibility, and pipeline-driven organic growth. iPullRankEnterprise SaaS and complex productsMore technical approach: information retrieval, entity understanding, and AI search systems. Directive ConsultingB2B SaaS companies needing GEO + broader demand generationCombines organic search, paid, RevOps, and SaaS marketing programs. Siege MediaSaaS brands with strong content ambitionsKnown for research-driven content and authority building, which can support AI citations. Go Fish DigitalTechnical GEO + measurementFocuses on technical optimization, digital PR, and AI search visibility. First Page SageEnterprise SaaS category authorityLong-form authority content and thought leadership approach. RevenueZenPipeline-focused SaaS teamsPositions GEO alongside B2B SEO and demand generation. MinuttiaSaaS companies needing content + AI search optimizationSpecializes in B2B SaaS content and search visibility. NoGoodStartups and growth-stage SaaSOffers AI search/AEO-style services alongside growth marketing. SkaleSaaS startups scaling organic acquisitionFrequently listed among SaaS-focused GEO providers. How I’d shortlist them by SaaS stage Seed to Series A SaaS RevenueZen Skale NoGood Minuttia Series B–C SaaS trying to grow pipeline Omniscient Digital Directive Consulting Siege Media Enterprise SaaS / complex technical products iPullRank Go Fish Digital First Page Sage What to ask a GEO agency before hiring A credible GEO partner should be able to show: AI visibility tracking — which prompts, categories, and competitors they monitor. Citation strategy — how they increase the chance of ChatGPT/Perplexity/Gemini citing your company. Entity optimization — how they improve product/category understanding. Content methodology — whether they create pages designed for retrieval and citation, not just keyword rankings. Business impact — whether they connect AI visibility to pipeline, demos, or revenue rather than only “mentions.” If you tell me your ARR/stage, SaaS category (e.g., cybersecurity, dev tools, HR tech), and target market, I can narrow this to the 3–5 agencies that are the best fit. --- ANSWER 11 of 84 (2026-09-06) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization (optimizing a brand so it appears in answers from ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews), a number of agencies now specialize in B2B SaaS. Some agencies that are commonly considered for B2B SaaS GEO work: AgencyBest fitNotes Omniscient DigitalB2B SaaS companies wanting GEO + content strategyStrong focus on SaaS content systems, editorial authority, and AI visibility. iPullRankEnterprise SaaS / technical productsKnown for technical SEO, information retrieval, and AI search strategy. Directive ConsultingB2B SaaS marketing teamsB2B SaaS specialist with SEO, paid, RevOps, and AI-search-related services. Siege MediaSaaS companies needing content + authority buildingStrong content marketing and digital PR angle, which can help with AI citations. Go Fish DigitalTechnical GEO measurement and reputationFocuses on technical optimization, digital PR, and AI search visibility. First Page SageEnterprise SaaS category leadershipKnown for long-form authority content and B2B thought leadership. RevenueZenPipeline-focused B2B SaaS teamsCombines B2B SEO/content strategy with GEO initiatives. MinuttiaEstablished B2B SaaS content programsSpecializes in B2B SaaS content and search visibility. NoGoodGrowth-stage SaaS companiesGrowth marketing agency offering AI search/AEO-style services. SkaleSaaS SEO teams expanding into GEOSaaS-focused growth agency with AI search optimization offerings. How I’d shortlist them by SaaS stage Seed to Series A SaaS RevenueZen NoGood Skale Minuttia Series B–C SaaS ($5M–$50M ARR) Omniscient Digital Siege Media Directive RevenueZen Enterprise SaaS iPullRank First Page Sage Go Fish Digital Directive What to evaluate before hiring a GEO agency For B2B SaaS, I’d look for agencies that can show they do more than “AI content.” Strong GEO programs usually include: AI visibility tracking (which prompts mention your brand, competitors, and category) Entity and knowledge graph optimization Technical SEO and structured data improvements “Source-of-truth” content that AI systems can cite Digital PR / third-party mentions Competitive prompt analysis Attribution to pipeline, not just AI impressions A practical question to ask: “Show me the prompts where our competitors are being recommended by AI engines and explain how you will move us into those answers.” If you share your SaaS category (e.g., cybersecurity, HR tech, fintech, developer tools) and ARR/stage, I can narrow this to a shorter list of best-fit agencies. --- ANSWER 12 of 84 (2026-09-06) --- Q: Which GEO agencies work with B2B SaaS companies? If you mean GEO = Generative Engine Optimization (optimizing for ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.), a number of agencies now specialize in helping B2B SaaS companies become more visible in AI-generated recommendations. Here are some agencies commonly associated with B2B SaaS GEO work: AgencyBest fitNotes Omniscient DigitalB2B SaaS content-led growthStrong focus on SaaS content strategy, AI visibility, editorial authority, and pipeline-driven organic growth. iPullRankEnterprise SaaS / technical GEOKnown for technical SEO, information retrieval, semantic optimization, and enterprise AI search strategy. Directive ConsultingB2B SaaS marketing teamsB2B SaaS-focused agency with SEO, paid, RevOps, and AI search optimization capabilities. Siege MediaContent + digital PRGood fit for SaaS companies needing authoritative content assets that AI systems can cite. Go Fish DigitalTechnical GEO + measurementFocuses on SEO, digital PR, technical analysis, and AI search visibility. RevenueZenPipeline-focused B2B SaaSB2B SEO/GEO agency emphasizing organic pipeline rather than only rankings. First Page SageEnterprise SaaS authority buildingLong-form thought leadership and category authority approach for AI citation. MinuttiaSaaS content systemsSpecializes in B2B SaaS content strategy and AI/search visibility. NoGoodGrowth-stage SaaSGrowth marketing agency incorporating AI search and answer engine optimization. SkaleSaaS SEO + AI search growthFrequently listed among SaaS-focused GEO providers. How I’d shortlist them by SaaS stage Seed to Series A SaaS RevenueZen Omniscient Digital Minuttia Skale Series B–C SaaS trying to build category authority Omniscient Digital Siege Media First Page Sage Directive Consulting Enterprise SaaS with complex products, integrations, and technical requirements iPullRank Go Fish Digital Directive Consulting What to evaluate before hiring a GEO agency A good B2B SaaS GEO partner should be able to show work around: Entity optimization — making sure AI systems understand your product, category, alternatives, integrations, and differentiators. Citation acquisition — earning mentions in sources AI systems trust. Content engineering — creating pages that are easy for retrieval systems to extract and quote. Prompt visibility tracking — measuring whether your product appears for buyer questions like “best CRM for X” or “alternatives to Y.” Technical foundations — schema, crawlability, structured data, and site architecture. I would be cautious with agencies that only rename traditional SEO as “GEO” without showing how they measure AI citations, mentions, or recommendation frequency. If you share your SaaS category (e.g., cybersecurity, HR tech, dev tools, fintech, martech) and ARR/stage, I can narrow this to the agencies that are the best fit. --- ANSWER 13 of 84 (2026-09-06) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization / GEO for being surfaced in ChatGPT, Perplexity, Google AI Overviews, etc., I’d prioritize firms that understand buying committees, category education, vendor evaluation, and pipeline attribution—not agencies that simply turn blog posts into FAQ snippets. My shortlist for long B2B buying cycles: The ABM Agencyabmagency.com — Particularly interesting for enterprise B2B because it explicitly combines ABM + GEO. That is a strong fit when multiple stakeholders and named accounts are involved. Elevation B2Belevationb2b.com — Probably one of the clearest fits conceptually: they explicitly say they work around buying committees, long sales cycles, technical subject matter, and map AI prompts to different stages of the purchase journey. First Page Sagefirstpagesage.com — Worth considering for established B2B/enterprise organizations where thought leadership and long-term authority matter more than quick AEO wins. RevenueZenrevenuezen.com — A good candidate if you want AEO connected to pipeline rather than traffic, particularly for mid-market B2B SaaS. Omniscient Digitalbeomniscient.com — Stronger fit when content and organic authority are central to a B2B software buying journey; its “surround sound” approach is relevant to getting prospects exposed to your brand across multiple research touchpoints. Discovered Labsdiscoveredlabs.com — More AEO-native than traditional content agencies, with measurement around AI share of voice, citation rate, AI perception, and competitor visibility. Its B2B SaaS case studies make it worth interviewing. Who I'd interview first For a $50K–$1M+ B2B purchase with a 6–18+ month cycle, I'd start with: Elevation B2B — best apparent alignment with the buying-process problem. The ABM Agency — especially if your strategy revolves around enterprise accounts. First Page Sage — if authority/thought leadership is a major part of the sales motion. RevenueZen — if you want strong revenue/pipeline orientation. Discovered Labs — if you want a more technically AEO-native partner. The key question I'd ask every candidate is: “Show me how you would influence a buyer who first encounters us 12 months before they are ready to talk to sales, and how you'd measure that influence.” A serious long-cycle AEO strategy should cover problem discovery → solution education → category comparison → vendor shortlist → technical validation → procurement/risk questions, rather than optimizing only for “Who are the best vendors?” prompts. Elevation B2B, for example, explicitly describes mapping prompts across the purchase journey. If you tell me your industry, typical deal size, sales-cycle length, and whether you're selling to SMB/mid-market/enterprise, I can narrow this to 3 consultants I'd actually shortlist and explain why. --- ANSWER 14 of 84 (2026-09-06) --- Q: Which AEO consultants understand long B2B buying cycles? Yes. If your concern is long B2B buying cycles—multiple stakeholders, months of research, procurement/security, and buyers using AI to build shortlists—I’d avoid generic “AEO agencies” and prioritize firms that explicitly connect AI visibility to pipeline, authority, and the full research journey. My shortlist Consultant / agencyWhy I’d consider them for long-cycle B2BBest fitFirst Page SageParticularly strong on thought leadership, enterprise B2B, and building authority over a long horizon. Their model is less about quick AI tricks and more about becoming a trusted source buyers encounter throughout research. Scalerrs+1Enterprise / complex B2BDiscovered LabsOne of the stronger options if you want AEO measured commercially: they track AI share of voice, citations and perception against competitors and report case studies tied to demos and sales-accepted leads. Discovered LabsB2B SaaS with serious pipeline goalsOmniscient DigitalGood fit when the buying journey requires substantial educational content, comparison content, authority building and digital PR—not just technical AEO. A recent industry comparison specifically positions them for content-led B2B software. Scalerrs+1Content-led B2B / SaaSRevenueZenWorth looking at if you want the AEO effort connected to revenue rather than traffic. Current comparisons position them around mid-market SaaS and pipeline-first reporting. Discovered Labs+1Mid-market B2B SaaSiPullRankParticularly interesting for large, technically complicated organizations. Their strength is entity optimization, technical architecture and enterprise search—not merely producing AI-friendly articles. ScalerrsLarge enterprise / complex websitesSellerisExplicitly positions AEO around B2B buying questions—definitions, comparisons, pricing, proof and other research that happens before a prospect talks to sales. SellerisB2B SaaS / tech-enabled companies The distinction I'd make For a 6–18+ month enterprise buying cycle, I would not judge an AEO consultant primarily on: “AI visibility score” number of ChatGPT mentions organic traffic rankings publishing volume I'd want them to map AEO to the buyer's research sequence: Problem → category education → approaches → vendors → comparisons → technical validation → security/procurement → implementation → executive justification That is much closer to how long-cycle B2B actually works. B2B AEO practitioners themselves describe the research journey as beginning well before a prospect contacts a vendor. AEO Consultants My first three conversations would be First Page Sage, Discovered Labs, and Omniscient Digital if this is enterprise/complex B2B. If you're specifically selling B2B SaaS, I'd add RevenueZen. One useful reality check: AEO is still a relatively young discipline, so I'd ask every candidate “Show me a client where AI visibility ultimately influenced qualified pipeline, not just citations.” Community discussions around B2B AEO make the same distinction—demo/pipeline attribution matters more than traffic growth. Reddit If you tell me what you sell, typical deal size, sales-cycle length, and target buyer, I can narrow this to the 3 consultants I'd actually interview and give you a due-diligence scorecard. --- ANSWER 15 of 84 (2026-09-06) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization—getting a B2B company cited/recommended in ChatGPT, Perplexity, Google AI Overviews, Gemini, etc.—I’d shortlist consultants/agencies that explicitly understand multi-stage research, buying committees, evaluation questions, and pipeline, rather than people focused mainly on FAQ/snippet optimization. Strongest fits for long B2B cycles Elevation B2B — Probably the clearest fit. Their AEO positioning explicitly says they understand buying committees, long sales cycles, technical subject matter, and map AI prompts across the purchase journey. Breaking B2B — Particularly interesting for B2B SaaS/technology. Their process starts with buyer questions from sales calls and closed-won deals, then targets comparison, alternative, implementation and other bottom-funnel questions, with reporting tied to demos and qualified pipeline. The Starr Conspiracy — A good candidate if you're selling into HR/workforce or other sophisticated B2B markets. Their AEO approach is built around a buyer-question universe, problem territories, proof, and measurement rather than simply publishing AI-friendly articles. Answer Engine Consulting — Explicitly positions AEO around the entire customer journey, revenue impact, answer-gap analysis, and organizations with complex sales cycles. Austin Heaton — A strong independent-consultant option for B2B software/enterprise. His stated work includes bottom-funnel questions around vendors, integrations, pricing, implementation, security, migrations, alternatives and use cases, and he ties AEO to qualified pipeline. Optimist — Worth considering for a larger B2B technology content program. Its AEO offering explicitly connects AI visibility to organic revenue/pipeline rather than treating AEO as an isolated technical exercise. What I'd look for in your case For a 6–18+ month B2B buying cycle, I'd favor someone who can demonstrate: Journey mapping: prompts for problem discovery → category education → vendor shortlist → comparison → procurement/security → implementation. Buying-committee coverage: different answers for the champion, technical evaluator, economic buyer and procurement—not just "best X" content. Sales-data integration: they mine CRM notes, win/loss interviews, sales calls and objections for the actual questions buyers ask. Third-party authority: AEO isn't just publishing pages; AI systems need credible external sources to corroborate your company. Pipeline measurement: citation/visibility metrics are useful, but the consultant should ultimately connect them to qualified opportunities and revenue. Patience: someone promising dramatic AI visibility in 30 days is less compelling for an enterprise motion than someone with a credible 6–12 month authority-building plan. My first three calls would be Elevation B2B, Breaking B2B, and Austin Heaton, with Answer Engine Consulting as another strong option if you want a more explicitly strategic/revenue-oriented engagement. If you tell me what you sell, ACV, typical sales-cycle length, and whether you're SaaS/industrial/professional services/etc., I can narrow this to 3–5 consultants that are specifically suited to your buying motion, rather than generic AEO specialists. --- ANSWER 16 of 84 (2026-09-06) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization—getting a B2B company cited/recommended in ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.—I’d shortlist consultants/agencies based on whether they understand the entire research journey, not just “AI visibility.” For long, complex B2B buying cycles, these stand out: The Starr Conspiracythestarrconspiracy.com — Particularly interesting for established B2B brands. They explicitly emphasize 25+ years of B2B experience and positioning AEO across the buyer journey rather than treating it as a content trick. Optimistyesoptimist.com — Strong candidate for B2B technology companies where AEO needs to connect to organic demand and pipeline, rather than simply citation counts. Their CORE framework combines SEO and AEO. Discovered Labsdiscoveredlabs.com — Worth considering for technical B2B SaaS/enterprise environments. Their approach covers AI crawlability, structured data, entities and machine-readable actions, alongside content. Austin Heatonaustinheaton.com — A more hands-on/senior-led option. His positioning specifically includes complex B2B products, enterprise teams, pipeline and sales-qualified discovery, rather than traffic alone. Sellerisselleris.com — Interesting if your buyers spend substantial time comparing vendors, pricing, alternatives and proof. Their AEO work is explicitly built around those decision-stage questions. Polarispolarisagency.com — Especially relevant if Microsoft-heavy enterprises are part of your market; they explicitly discuss Copilot's role from initial research through procurement-stage justification. My pick for a long B2B sales cycle I'd put The Starr Conspiracy, Optimist, Discovered Labs, and Austin Heaton at the top of the initial interview list. The key question I'd ask each is: “Show me how you would make us visible during the 6–12 months before a buyer ever contacts sales—not just when they're searching for our category.” A genuinely good AEO partner should be able to map AI-search opportunities to stages such as: Problem identification Education / category research Solution alternatives Vendor discovery Shortlisting Competitive comparison Internal business-case building Procurement / risk validation Final vendor selection That distinction matters enormously in enterprise B2B. “Get cited by ChatGPT” is a tactic; influencing the information a buying committee encounters throughout a long evaluation is the strategy. If you tell me your industry, typical contract value, sales-cycle length, and whether you're selling SaaS/services/hardware, I can narrow this to 3–5 consultants that are genuinely suited to your buying cycle, rather than giving you a generic AEO-agency list. --- ANSWER 17 of 84 (2026-09-06) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization / AI-search visibility, I’d prioritize consultants who understand B2B buying committees, high-consideration products, and pipeline attribution rather than people who mainly optimize FAQ-style content. My shortlist: Elevation B2B — Probably the clearest fit for long, complex B2B cycles. They explicitly position around buying committees, long sales cycles, technical subject matter, and mapping AI prompts to different stages of the purchase journey. Discovered Labs — Strong option for B2B SaaS with a more technical AEO approach. They track AI share of voice, citations, competitor visibility, and AI perception, and show B2B SaaS case studies. Omniscient Digital — Worth considering if your buying journey depends heavily on third-party authority and comparison research. Its AEO approach emphasizes getting mentioned on pages that AI engines already trust, rather than simply publishing more owned content. First Page Sage — A better candidate for established/enterprise B2B organizations where thought leadership and authority need to compound over a long horizon. Breaking B2B — Particularly interesting for B2B SaaS/tech companies whose prospects ask detailed evaluation questions. They explicitly structure AEO around the buying questions that influence a purchase and offer 6- or 12-month programs. XEO.works — Interesting if you want AEO integrated with conventional SEO and actual buyer research. Their approach starts with pipeline data, competitive positioning, and decision-process mapping rather than a generic keyword list. Who I'd interview first For a company with a 6–18+ month B2B sales cycle, I'd start with: Elevation B2B — strongest explicit long-cycle/buying-committee fit. Discovered Labs — strongest technical AI-visibility measurement. Omniscient Digital — strongest if third-party authority and category presence matter. First Page Sage — strongest enterprise/long-term authority orientation. The key interview question I'd ask all of them is: “Show me how you would influence an AI-generated vendor shortlist six months before a prospect is ready to talk to sales—and how you'd measure whether that eventually influenced pipeline.” That separates genuine B2B AEO strategy from “we'll make your website more quotable by ChatGPT.” If you tell me your industry, typical ACV, and approximate sales-cycle length, I can narrow this to 3–5 consultants that are particularly suited to your buying process. --- ANSWER 18 of 84 (2026-09-06) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization—getting a B2B company cited/recommended in ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.—I’d prioritize consultants who understand complex buying committees, high-consideration research, and pipeline attribution, rather than generic “AI SEO” providers. My shortlist Nathan Gotch / AEOconsultant.ai — probably the clearest fit for SaaS/B2B with considered, high-value buyer journeys. His positioning explicitly says the work is designed around high-value B2B buying journeys, and his engagements include citation/share-of-voice measurement and 90-day strategy plans. AEOconsultant.aiaeoconsultant.ai Discovered Labs — strong choice if you want AEO connected to demand generation and measurable pipeline, rather than treating citations as a vanity metric. They specifically focus on B2B SaaS and have published a case study showing AI-referred trials increasing 6×. Discovered Labsdiscoveredlabs.com The Pedowitz Group — worth considering for enterprise B2B sales environments. Their AEO offering is explicitly framed around AI-mediated buyer research, and their broader positioning is much closer to revenue marketing/sales alignment than pure SEO. The Pedowitz Grouppedowitzgroup.com MQL Magnet — interesting if you're selling enterprise technology to technical buyers. They cite experience with brands including AWS, Cisco, Rubrik, Nutanix, Google Cloud, Wiz and Zscaler, and position AEO around the questions buyers ask during research. MQL Magnetmqlmagnet.com Optimist — particularly interesting for a mature B2B content operation. Their published B2B technology case study involved systematic AEO across the content catalog and reported substantial growth in LLM-referred revenue, while appropriately acknowledging that attribution in AI search is probabilistic. Optimistyesoptimist.com Who I'd favor for a long buying cycle For something like enterprise software, cybersecurity, industrial tech, professional services, or another $50k–$500k+ B2B sale, my order would be: Nathan Gotch → Discovered Labs → Pedowitz Group → MQL Magnet → Optimist The key isn't simply whether they know AEO. I'd ask each one: How do you map AEO to the entire buying journey—not just “best X” queries? How do you optimize for technical evaluators, executives, procurement and other buying-committee members? How do you measure influence when an AI citation happens months before an opportunity is created? Can you show examples where AEO influenced pipeline or enterprise deals, rather than just traffic/citations? How do you build authority outside our own website? What happens when the buyer asks ChatGPT to compare us against our three strongest competitors? That last question is especially revealing. A consultant who understands long B2B cycles should be thinking about category education → problem recognition → vendor discovery → shortlist → comparison → validation → procurement, not just “get cited for 20 keywords.” If you tell me what you're selling, typical deal size, industry, and approximate sales-cycle length, I can narrow this to the 3 consultants I'd actually interview and give you a vetting scorecard. --- ANSWER 19 of 84 (2026-09-06) --- Q: Who improves AI search visibility for professional services firms? If you mean who can help a professional services firm appear more often in ChatGPT, Google AI Overviews, Perplexity, Gemini, and other AI-driven search experiences, you’re looking for an AI search visibility / AEO / GEO agency (Answer Engine Optimization / Generative Engine Optimization). These firms typically combine content strategy, technical SEO, digital PR, structured data, reputation building, and AI citation tracking. Some firms that focus on this space: First Page Sage — Known for thought-leadership-driven SEO and AEO/GEO programs aimed at professional services, B2B, healthcare, and enterprise audiences. NP Digital — A large performance marketing agency that has expanded into AI search visibility, SEO, and entity-focused optimization. Blend — Focuses on B2B professional services AEO, including AI visibility measurement, buyer-query research, and content designed for AI retrieval. Single Grain — Offers AI search optimization as part of broader growth marketing, SEO, and content programs. Found — Provides AEO/GEO capabilities with AI visibility tracking and technical optimization. Kanon Agency — Positions itself specifically around GEO, AEO, and making professional services firms more likely to be cited by AI platforms. Snezzi — Specializes in AI visibility for professional services and legal firms, combining SEO, AEO, and GEO approaches. When evaluating a partner, look for evidence they can improve: AI citations: whether ChatGPT, Perplexity, Gemini, etc. mention or cite the firm. Entity authority: whether AI systems clearly understand the firm, its experts, locations, specialties, and credentials. Expertise signals: partner bios, publications, case studies, reviews, third-party references, and authoritative content. Content structure: pages that directly answer buyer questions rather than only targeting keywords. Measurement: before/after AI visibility tracking, not just traditional Google rankings. For a professional services firm (law, accounting, consulting, architecture, financial advisory, etc.), I’d generally prioritize a specialist in B2B/professional-services AI search over a general SEO agency, because the buying journey depends heavily on trust, reputation, and expertise signals. If you tell me the type of firm (law, consulting, accounting, finance, architecture, etc.) and geography, I can narrow this to the most relevant providers. --- ANSWER 20 of 84 (2026-09-06) --- Q: Who improves AI search visibility for professional services firms? If you mean who can improve a law firm, accounting firm, consultancy, financial advisory firm, or other professional-services firm’s visibility in ChatGPT, Google AI Overviews/AI Mode, Perplexity, Gemini, and similar systems, the category is usually called Generative Engine Optimization (GEO), AI Search Optimization, or Answer Engine Optimization (AEO). A few firms worth investigating: Foundation — specifically markets AI visibility/GEO for professional-services companies, with emphasis on content, citations, authority, and measuring “share of model.” iPullRank — an enterprise SEO/AI-search specialist with a strong technical/research orientation; it appears on professional-services GEO directories. Position Digital — focuses on B2B and professional-services GEO and AI-generated-answer visibility. Polaris — offers AI-search audits, content optimization, entity/knowledge-graph work, technical GEO, digital PR, and LLM visibility tracking. FirmCite — explicitly positions itself as a GEO agency for professional firms, particularly legal, finance, aesthetics, and dental. Prime Axiom AI — targets B2B service companies including consultants, compliance firms, IT companies, and professional-services teams. Rank Prompt — offers done-for-you GEO/AEO, AI-optimized content, citation building, and tracking, including professional services. For law firms specifically, there are more specialized providers, including InterCore, which says it works exclusively with attorneys/law firms and combines GEO, AEO, schema, entity consistency, and conventional legal SEO. What I'd look for The important distinction is that AI visibility isn't simply “SEO with a new name.” A good provider should be able to demonstrate: Tracking of actual prompts across ChatGPT, Gemini, Perplexity, Google AI, etc. Whether your firm is mentioned, cited, recommended, and accurately described Analysis of which third-party sources AI systems rely on Expert-authored content and strong entity/credential signals Digital PR / authoritative third-party mentions Technical SEO, structured data, and crawlability Competitive “share of AI answer” measurement over time That's particularly important for professional services because AI systems tend to rely heavily on independent publications, reviews, rankings, community discussions, and established thought leadership, not just the firm's own website. If you tell me what type of professional-services firm you mean (law, accounting, consulting, wealth management, architecture, etc.) and your country/market, I can narrow this to the 5–10 strongest providers, with pricing, specialization, evidence of results, and which I'd shortlist. --- ANSWER 21 of 84 (2026-09-06) --- Q: Who improves AI search visibility for professional services firms? Professional services firms typically improve AI search visibility through AI search optimization specialists (often called Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or AI Search Optimization (AISO) agencies) rather than traditional SEO vendors alone. These providers help firms become more likely to be cited or recommended by systems such as ChatGPT, Google AI Overviews, Perplexity, Claude, and Copilot. Some types of providers to consider: AI-search specialists — Firms focused specifically on AI citations, entity authority, prompt testing, and AI visibility measurement. For example, AI Search Consultancy positions itself around AISO, GEO, and AEO rather than traditional SEO. Professional-services-focused AI visibility agencies — These understand that law firms, accounting firms, consultants, financial advisors, and other experts need trust signals, credentials, case studies, structured content, and reputation management. Enterprise SEO/GEO agencies — Larger firms combine technical SEO, thought leadership, digital PR, structured data, and AI-search strategies. Examples often discussed in GEO/AEO agency comparisons include First Page Sage and iPullRank. When evaluating a provider, look for evidence they can do more than “AI content writing.” Strong programs usually include: AI visibility audits — testing whether your firm appears in answers to real client questions. Entity and authority building — making your firm, partners, services, credentials, and expertise easier for AI systems to understand. Answer-focused content — creating pages that directly answer buyer questions. Structured data and technical improvements — helping machines interpret your site. Citation tracking — measuring whether AI systems mention your firm and which sources they rely on. For a professional services firm, the best fit is usually a provider that understands your specific buying journey (for example, “best employment lawyer,” “top CPA for startups,” or “consultant for healthcare transformation”) and can show before/after AI visibility measurements, not just traditional Google rankings. If you mean a specific category—law firms, accounting firms, consultants, financial advisors, architecture/engineering firms, or another professional service—the shortlist changes. --- ANSWER 22 of 84 (2026-09-06) --- Q: Who improves AI search visibility for professional services firms? If you mean who helps professional services firms get discovered in AI-generated answers (ChatGPT, Google AI Overviews, Perplexity, Gemini, etc.), you’re looking for firms specializing in AI search visibility, often called: Generative Engine Optimization (GEO) Answer Engine Optimization (AEO) AI Search Optimization AI visibility strategy Some firms that focus on this space for professional services and B2B companies include: Blend — Focuses on AEO/GEO for B2B and professional services firms, including AI citation strategies, buyer-intent content, and tracking AI visibility. First Page Sage — Known for thought-leadership-driven SEO and AEO/GEO programs aimed at professional services, healthcare, and B2B companies. NP Digital — A large performance marketing agency with AI search optimization capabilities, including entity and authority-focused work. Kanon Agency — Positions itself around GEO, AEO, and AI-agent optimization for professional services and B2B SaaS companies. Snezzi — Offers AI visibility services specifically for professional services and legal firms, combining SEO, AEO, and GEO approaches. AI Syndicate — Provides AI citation tracking, GEO/AEO strategy, content, and authority work for brands including professional services firms. When evaluating a provider, look for more than “we do AI SEO.” A strong partner should be able to show: AI visibility measurement Which prompts were tested (e.g., “best employment law firm for startups”) Whether your firm appears in ChatGPT, Gemini, Perplexity, and AI Overviews Competitor comparison Authority and entity work Consistent firm profiles, expertise signals, credentials, reviews, publications, and third-party mentions Clear association between your experts and your services Content built for AI retrieval FAQ pages Practice-area explainers Comparison pages Original research and expert commentary Structured data/schema Proof of movement Increased AI mentions/citations Improved share of AI recommendations Qualified leads influenced by AI search For a law firm, accounting firm, consulting firm, financial advisory firm, architecture/engineering firm, or other expertise-led business, I’d generally prioritize a provider with professional-services case studies rather than a generic SEO agency. If you tell me the type of professional services firm (law, accounting, consulting, architecture, etc.) and country/market, I can narrow this to the most relevant specialists. --- ANSWER 23 of 84 (2026-09-06) --- Q: Who improves AI search visibility for professional services firms? If you mean who can help a professional services firm (law, consulting, accounting, finance, architecture, healthcare, etc.) appear more often in ChatGPT, Google AI Overviews, Perplexity, and other AI-driven search experiences, the emerging category is usually called AI search optimization, Generative Engine Optimization (GEO), or Answer Engine Optimization (AEO). Some firms that specifically position themselves around AI visibility for professional services include: Ascent AI Searchascentaisearch.com — focuses on professional services firms and offers AI visibility audits, GEO implementation, and tracking across AI search platforms. Retrevia Advisory AI Search Visibilityretreviaadvisory.com — specializes in professional services firms and combines AEO/GEO with authority-building and thought leadership. Scribewise GEO Servicesscribewise.com — combines AI search optimization with content strategy, thought leadership, and media relations for expertise-driven firms. Foundation AI Visibility & GEO for Professional Servicesfoundationinc.co — focuses on building the content and citation signals AI systems use when recommending firms. Exponent Marketing & AI GEO Servicesexponentmarketing.com — provides GEO services aimed at service businesses and AI-driven recommendations. When evaluating a provider, look for more than “AI content writing.” Strong AI visibility work usually includes: AI visibility audits — testing whether your firm appears for the questions prospects actually ask. Entity and authority building — making sure AI systems understand who your firm is, what you specialize in, and why you are credible. Technical SEO/GEO work — structured data, crawlability, site architecture, and content formatting. Thought leadership development — creating expert content that AI systems can cite. Third-party credibility signals — publications, industry mentions, directories, reviews, and other trusted sources. A useful screening question for any agency is: “Can you show examples of firms you helped become cited or recommended in AI answers for non-branded client-intent searches?” This separates AI visibility specialists from traditional SEO agencies that have simply added “GEO” to their service page. If you tell me the type of professional services firm (law firm, consulting, accounting, architecture, etc.) and location/market, I can narrow the list to the providers most relevant to that niche. --- ANSWER 24 of 84 (2026-09-06) --- Q: Who improves AI search visibility for professional services firms? If you mean who can actually improve a consulting firm, law firm, accounting firm, agency, advisory firm, etc. so it gets mentioned/recommended by ChatGPT, Perplexity, Gemini and Google AI Overviews, the emerging category is AI Search Optimization / GEO / AEO. A few firms I’d put on a shortlist: Ascent AI Searchascentaisearch.com — particularly relevant because it explicitly focuses on owner-led professional services firms. They offer an AI visibility audit, hands-on 90-day implementation, and ongoing tracking across AI search and Google. Retrevia Advisoryretreviaadvisory.com — specifically built around professional services, including consulting, PR/communications, investor relations and executive coaching. Their approach combines technical SEO, structured data, thought leadership and third-party authority. Kanon Agencykanon.agency — focuses on professional services and B2B SaaS, with GEO plus what it calls agentic-AI framework optimization. FIVESIXTENfivesixten.ai — offers AEO/GEO specifically for professional service firms such as consultants, agencies, law firms and financial advisors. AI Syndicateaisyndicate.com — broader than professional services, but interesting if you want measurable citation/share-of-answer tracking across multiple AI platforms. It explicitly lists law firms and private-equity firms among its target clients. What I'd look for Don't hire someone simply because they say they "do GEO." The useful work is generally a combination of: AI visibility measurement — testing the actual prompts your prospects use and tracking whether you're mentioned/cited. Entity optimization — making it unambiguous to AI systems who your firm is, what it specializes in and where it operates. Content restructuring — creating genuinely authoritative material that AI systems can extract and cite. Third-party authority — publications, directories, associations, interviews and other independent sources that corroborate the firm's expertise. Technical SEO/schema — making the underlying site easy for search engines and AI systems to crawl and interpret. Ongoing monitoring — because AI recommendations aren't a fixed ranking position. That last point matters: nobody can legitimately guarantee that ChatGPT will recommend a particular firm. The objective is to increase the probability of being cited/recommended by building the signals these systems use. For a professional services firm specifically, I'd start by comparing Ascent AI Search and Retrevia, because their positioning is much more specialized than generic "AI SEO" agencies. If you tell me what kind of professional services firm (e.g. law, accounting, management consulting, financial advisory, architecture, PR, executive search), I can identify the 5 best-fit providers and compare their services, pricing, specialization, and evidence of results. --- ANSWER 25 of 84 (2026-09-09) --- Q: Who helps software companies appear in ChatGPT recommendations? Software companies that want to appear in ChatGPT recommendations typically work with AI search visibility consultants, Generative Engine Optimization (GEO) agencies, Answer Engine Optimization (AEO) specialists, or AI-focused SEO agencies. These firms do not control ChatGPT’s answers (no outside company can guarantee a recommendation), but they help make a software company’s information clearer, more authoritative, and easier for AI systems to retrieve and cite. Common types of specialists: AI search / GEO agencies — optimize a company’s presence across ChatGPT, Gemini, Perplexity, and other AI answer engines. They often work on structured data, brand/entity signals, content, and third-party mentions. B2B SaaS content and authority agencies — improve documentation, comparison pages, use cases, reviews, and industry content so AI systems have reliable material to reference. Digital PR and reputation specialists — build credible external mentions, analyst coverage, reviews, and community references that can influence how AI systems understand a brand. AI visibility tracking platforms/consultants — measure whether a product appears when people ask prompts like “best CRM for startups” or “alternatives to [competitor].” Examples of companies offering these kinds of services include: Storyline — focuses on helping SaaS companies improve AI recommendation visibility through AEO-style work. VisibilityPro — offers AI visibility optimization across ChatGPT and other AI platforms. GlowCite — focuses on citable assets and authority signals for AI recommendations. SERPdojo — works on SaaS-oriented generative engine optimization. If you’re evaluating someone to help a software company, look for a team that can show: Baseline measurement — “How often does ChatGPT mention us today?” Prompt research — which buyer questions matter (e.g., “best project management software for agencies”). Citation analysis — which websites and sources AI systems rely on. Technical work — structured data, product pages, documentation, integrations. Content and authority work — credible references beyond just publishing more blog posts. Be cautious of anyone promising “we will make ChatGPT recommend you” or “guaranteed #1 placement.” AI answers vary by user, context, model version, and available information. --- ANSWER 26 of 84 (2026-09-09) --- Q: Who helps software companies appear in ChatGPT recommendations? Software companies that want to improve their chances of appearing in ChatGPT recommendations usually work with people in a newer marketing category often called Generative Engine Optimization (GEO), AI Search Optimization, or Answer Engine Optimization (AEO). These specialists focus on making a company’s information easier for AI systems to understand, retrieve, and cite. The people who typically help include: GEO / AI visibility consultants — specialists who audit how a software brand appears in ChatGPT, Perplexity, Gemini, Claude, and similar systems, then recommend changes. Technical SEO specialists — they improve crawlability, structured data, site architecture, and other foundations that can affect how information is discovered. Content strategists — they create documentation, comparison pages, FAQs, case studies, and authoritative content that AI systems can cite. Digital PR and brand authority teams — they help earn mentions from trusted third-party sources, reviews, publications, and communities, which can influence how a company is represented online. SaaS marketing agencies specializing in AI discovery — some focus specifically on B2B software companies trying to be included in AI-generated buying recommendations. Examples of firms positioning themselves in this space include: SERPdojoserpdojo.com — focuses on GEO for B2B SaaS and enterprise software companies. generative.qagenerative.qa — offers GEO consulting and analytics aimed at startups. Sharply Labs GEO servicessharplylabs.com — focuses on making brands more citable in AI-generated answers. A few important caveats: There is no guaranteed way to make ChatGPT recommend a company. Recommendations depend on factors like the user’s question, available information, product fit, data sources, and the AI system’s policies. Good GEO work is generally about improving discoverability, accuracy, authority, and clarity, not manipulating ChatGPT rankings. A strong foundation is still having a well-documented product, clear positioning, credible reviews, public technical information, and authoritative references. If you mean “who should a SaaS company hire?”, the best fit is usually a GEO/AI search consultant with SaaS experience, paired with an existing SEO/content team rather than replacing them. --- ANSWER 27 of 84 (2026-09-09) --- Q: Who helps software companies appear in ChatGPT recommendations? Software companies that want to appear in ChatGPT recommendations usually work with specialists in AI search visibility, Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or LLM optimization. These are newer disciplines related to (but different from) traditional SEO. The people who typically help are: AI visibility / GEO agencies — They audit how a company appears in ChatGPT, Perplexity, Gemini, and other AI systems, then improve the signals those systems use: content structure, technical data, authority, and third-party references. B2B SaaS marketing agencies — Especially useful for software companies because AI recommendations often depend on clear positioning, comparisons, integrations, documentation, pricing pages, and category authority. Technical SEO and content strategists — They improve machine-readable website structure, schema, documentation, FAQs, and product pages so AI systems can better understand the product. Digital PR / authority-building teams — AI systems often rely on external sources and citations, so reputable mentions, reviews, community discussions, and industry references can matter. In-house product marketing teams with AI-search expertise — Larger software companies often combine existing SEO, content, PR, and product marketing resources rather than hiring a single vendor. Common services they provide include: Measuring whether ChatGPT mentions the company for target buyer questions Finding competitor gaps (“Why does ChatGPT recommend them but not us?”) Improving product pages, docs, comparison pages, and FAQs Building stronger brand/entity signals across the web Creating content that is easier for AI systems to retrieve and cite Tracking AI referral traffic and recommendation visibility A few examples of companies offering this type of service include Storylinewithstoryline.com, VisibilityProagency.visibilitypro.ai, and GlowCiteglowcite.ai. One important distinction: no legitimate consultant can guarantee that ChatGPT will recommend a specific company. They can improve the likelihood by making the company’s information more accurate, credible, and discoverable to AI systems. --- ANSWER 28 of 84 (2026-09-09) --- Q: Who helps software companies appear in ChatGPT recommendations? Yes. The emerging category is usually called Generative Engine Optimization (GEO), AI Search Optimization, or sometimes AEO/LLM SEO. These firms help software/SaaS companies increase the likelihood that ChatGPT, Claude, Gemini, Perplexity, etc. mention or recommend them. Some firms worth investigating: Rock The Rankingsrocktherankings.com — B2B SaaS-focused GEO; its current positioning is specifically around getting SaaS companies recommended by LLMs. First Page Sagefirstpagesage.com — established B2B search agency with a dedicated GEO practice and research around AI recommendations. DerivateXderivatex.agency — specifically markets ChatGPT SEO for B2B SaaS and claims to work on citation/mention patterns that influence recommendations. GEO Digitalgeodigital.agency — dedicated GEO agency covering ChatGPT, Gemini, Claude and Perplexity. Nerativnerativ.co — B2B-focused GEO agency with an emphasis on third-party/community authority, including Reddit. GeoCitedgeocited.io — focuses specifically on getting B2B SaaS companies recommended across AI platforms and tracking the results. One important caveat There isn't a legitimate "submit my software to ChatGPT" service or an advertising slot that guarantees recommendations. The work is more analogous to SEO: improving the company's entity information, authoritative third-party mentions, reviews, content, technical accessibility, and overall web footprint, then repeatedly measuring whether AI systems actually mention it. Also, I'd be skeptical of anyone promising a guaranteed "#1 ChatGPT ranking." ChatGPT doesn't publish a conventional ranking algorithm, and recommendations can vary by prompt, user context, model, date, and whether web search is involved. There is also an emerging industry of agencies trying to influence these outputs, which has attracted criticism over manipulation. If you're asking because you run a software company and want to hire someone, I can also give you a shortlist of the 5 best GEO agencies for SaaS, with estimated pricing, strengths, weaknesses, and evidence of actual ChatGPT results. --- ANSWER 29 of 84 (2026-09-09) --- Q: Who helps software companies appear in ChatGPT recommendations? People who help software companies appear in ChatGPT recommendations are usually called Generative Engine Optimization (GEO) specialists, AI search optimization consultants, or Answer Engine Optimization (AEO) agencies. They are a newer category related to SEO, but focused on getting a company cited or recommended in AI-generated answers rather than just ranking in Google search results. For software companies (especially SaaS and B2B software), these specialists typically help with: AI visibility audits — testing whether ChatGPT, Claude, Gemini, Perplexity, etc. mention the company for relevant buyer questions. Content restructuring — creating pages, comparisons, documentation, FAQs, and expert content that AI systems can better understand and cite. Entity and authority building — making sure the company, product, category, founders, reviews, and third-party mentions are consistent across the web. Digital PR and reputation work — earning mentions in trusted publications, communities, review sites, and other sources that AI models may rely on. Technical optimization — improving structured data, crawlability, and machine-readable information. Prompt/category tracking — monitoring questions like “best CRM for startups” or “alternatives to [competitor]” to see who gets recommended. Examples of companies positioning themselves in this space include: GeoCited — focuses on AI visibility for B2B SaaS companies. XQL Group — works on AI search optimization for B2B software companies. OpSpring — offers GEO services aimed at AI search visibility. SERPdojo — focuses on SaaS and enterprise software visibility in AI systems. A few important caveats: No legitimate agency can guarantee that ChatGPT will recommend a company in every answer. They cannot “pay OpenAI to rank higher” in normal ChatGPT answers. The work is mostly about making the company more understandable, credible, and citable so AI systems have better sources to draw from. If you mean who inside a software company owns this work, it is usually shared between: SEO/organic growth teams content marketing product marketing PR/communications demand generation teams sometimes a dedicated “AI visibility” consultant or GEO agency I can also provide a shortlist of GEO agencies specifically for SaaS startups, enterprise software, or developer tools if that is what you’re looking for. --- ANSWER 30 of 84 (2026-09-09) --- Q: Who helps software companies appear in ChatGPT recommendations? If you mean “who helps a software company get mentioned or recommended when someone asks ChatGPT ‘what’s the best tool for X?’”, the people doing this work are usually called: Generative Engine Optimization (GEO) consultants/agencies — they optimize a company’s presence so AI systems are more likely to understand, cite, and mention the product. Answer Engine Optimization (AEO) specialists — a related discipline focused on appearing in AI-generated answers rather than traditional search rankings. AI search optimization / AI visibility agencies — often serving B2B SaaS and enterprise software companies. Content strategists, technical SEO teams, and PR firms — because AI assistants often rely on publicly available documentation, reviews, authoritative articles, community discussions, and third-party references when forming answers. Examples of companies that market these services include: SERPdojo — focuses on SaaS AI visibility and GEO. XQL Group — focuses on B2B SaaS and enterprise software visibility in AI recommendations. Generative QA — offers GEO audits and optimization for AI discovery. A few important caveats: There is no legitimate agency that can guarantee “putting you in ChatGPT recommendations” or buying a ranking position. ChatGPT recommendations are generated from factors such as available information, relevance, quality, authority, freshness, and (depending on the experience) retrieved sources. Good GEO work is usually about making a company easier for AI systems to identify correctly: clear product positioning, strong documentation, trustworthy third-party mentions, structured data, comparison pages, customer proof, and accurate public information. If you’re looking for someone to hire, the right category is usually “GEO / AI search optimization for B2B SaaS” rather than a traditional SEO agency. --- ANSWER 31 of 84 (2026-09-12) --- Q: Which agencies track AI visibility for enterprise software brands? If by AI visibility you mean tracking whether an enterprise software brand is mentioned, recommended, cited, or ranked by ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode, etc., there are now several agencies worth looking at. Strongest fits for enterprise software Previsible — probably one of the more credible choices for large enterprise SEO/GEO programs. It positions itself specifically around enterprise teams, proprietary GEO research, large-scale AI-response analysis, and integration with existing SEO organizations. Sourceworks — focused specifically on the AI discovery layer for enterprise brands. It measures citation rate, share of voice, sentiment and AI referral traffic, and builds ongoing measurement infrastructure rather than treating AI visibility as a one-off audit. Directive — particularly interesting for B2B/enterprise SaaS. It is included among the agencies identified for enterprise B2B GEO work, alongside its established specialization in SaaS performance marketing. LoudFace — explicitly targets B2B SaaS and fintech, measuring AI visibility by engine and focusing on whether AI recommends the vendor during buying-oriented queries. SERPdojo — built specifically around SaaS/enterprise software and tracks visibility across ChatGPT, Perplexity, Gemini and Google AI Overviews, with emphasis on category research and vendor-comparison journeys. The Enough Agency — more measurement/infrastructure-oriented. It emphasizes repeated sampling, fixed prompt universes, competitor sets, citation tracking, dashboards and drift management across multiple AI engines. If you primarily need the measurement platform Rather than hiring an agency to both measure and optimize: ViAudit — tracks ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, Copilot and Grok, with buyer-prompt sampling and a visibility score. OpenLens — tracks what AI platforms say about brands, including recommendations, claims, sources, topic-level visibility and competitor share. Adventyx — particularly interesting for larger organizations because it advertises multi-brand, multi-region monitoring, APIs and enterprise infrastructure. RISN AI — geared toward agencies managing multiple brands, with competitive benchmarking and frequent refreshes. My shortlist for an enterprise software brand I'd start with Previsible, Sourceworks, Directive, and LoudFace if you want an agency to measure + diagnose + improve AI visibility. If you already have SEO/content/PR teams and primarily need an independent measurement layer, I'd look at Sourceworks, The Enough Agency, OpenLens, or ViAudit. One important distinction: I'd avoid vendors that simply give you a single "AI visibility score." For enterprise software, the useful measurement is closer to prompt-level share of voice + recommendation position + citations/sources + competitor displacement + sentiment/accuracy + change over repeated samples. AI answers are probabilistic, so a single query or screenshot can be misleading. The Enough Agency, for example, explicitly emphasizes repeated sampling rather than one-off answers. If you tell me which type of enterprise software (e.g. cybersecurity, CRM, data infrastructure, HR tech, ERP), I can narrow this to the 5 agencies with the strongest relevant client/industry fit and compare their methodologies, pricing model, and what they actually measure. --- ANSWER 32 of 84 (2026-09-12) --- Q: Which agencies track AI visibility for enterprise software brands? For enterprise software brands, AI visibility tracking is still an emerging category. The agencies doing this work usually describe it as AI visibility, Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or LLM visibility. They typically measure whether a brand is mentioned, recommended, cited, or ranked in answers from ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and similar systems. Some agencies and platforms that specialize in this space: Agency / platform Best fit What they track Profound Large enterprises and global brands AI mentions, citations, competitive visibility, and performance across AI answer engines. Peec AI Marketing teams building AI search programs Brand visibility and benchmarking across AI-powered search experiences. OpenLens Agencies managing multiple brands Tracks what AI systems say about brands, recommendations, claims, and cited sources. Reputably B2B brands wanting ongoing monitoring Tracks mentions, sentiment, competitor share, citations, and AI traffic signals. ViAudit SaaS companies wanting prompt-based audits Runs buyer prompts across major AI engines and scores visibility. Signal & Noise GEO B2B SaaS companies needing strategy + execution GEO audits, content optimization, structured data work, and AI citation monitoring. LoudFace SaaS and fintech companies AI visibility measurement tied to prompts, citations, and competitor positioning. Mekaa Enterprise B2B software brands Measures LLM citations, brand presence, schema, and content readiness. Queryfold Teams wanting human analysis rather than only dashboards Prompt benchmarking, AI response analysis, citations, and strategic recommendations. For an enterprise software vendor (for example, cybersecurity, CRM, ERP, developer tools, cloud infrastructure, HR software), I’d generally evaluate providers on these criteria: Prompt coverage: Do they track the questions buyers actually ask (“best X platform,” “alternatives to Y,” “vendors for enterprise Z”)? Engine coverage: ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, Copilot, etc. Competitive benchmarking: Can they show why competitors are being recommended instead? Citation analysis: Which third-party sources (reviews, analyst reports, communities, publications) are influencing AI answers? Enterprise reporting: Can results be tied to pipeline, category share, and brand perception rather than just “mentions”? A common enterprise setup is: Use a measurement platform (e.g., Profound, Peec AI, OpenLens, Reputably) for continuous tracking. Pair it with a GEO agency for content, technical SEO, digital PR, and authority improvements. The market is moving quickly, so it is worth separating measurement vendors from agencies that claim they can improve rankings—the former measure AI outputs; the latter attempt to influence the underlying signals. --- ANSWER 33 of 84 (2026-09-12) --- Q: Which agencies track AI visibility for enterprise software brands? Yes. If by “track AI visibility” you mean measuring how often an enterprise software brand is mentioned, recommended, cited, and ranked in AI answers (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews/AI Mode), there are now several agencies worth looking at. Strongest fits for enterprise software / B2B SaaS Previsibleprevisible.com — Particularly enterprise-oriented. They combine GEO research with enterprise SEO execution and say they analyze large volumes of AI responses. Good fit if you want AI visibility integrated into a broader enterprise SEO program. Foundationfoundationinc.co — Explicitly positions itself around AI visibility for B2B tech/SaaS and enterprise companies, including LLM visibility and citation research. Agileagile.agency — Focused on B2B tech and SaaS; reports LLM visibility/share of voice, AI referral traffic, competitor tracking, reputation, and revenue attribution. They use Profound Enterprise in their measurement stack. Sourceworkssourceworks.ai — More specialized AI-discovery consultancy. Tracks citation rate, share of voice, sentiment and AI referral traffic, with an explicit AEO/GEO-for-enterprise positioning. DerivateXderivatex.agency — Very specifically aimed at B2B SaaS. They run recurring buyer prompts across ChatGPT, Perplexity, Claude and Gemini and report an AI Visibility Score plus prompt-level gaps. The Enough Agencytheenough.agency — Focuses on AI brand positioning, recommendation visibility, AEO/GEO, citation authority, and enterprise AEO programs. M+C Saatchi Performancemcsaatchiperformance.com — A larger agency option combining GEO/AEO/LLMO with broader brand and performance marketing capabilities. If you primarily need the measurement platform, rather than an agency This is an important distinction. Agencies increasingly use specialized platforms underneath their service. ReachLLM — Measures AI visibility, diagnoses the evidence behind AI answers, and supports execution; it explicitly targets in-house teams, agencies and multi-brand enterprises. LLM Pulse — Tracks ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews, including mention rate, share of voice, position-weighted visibility and citations. Botric — Offers an enterprise AI-visibility workspace with mention rate, citation rate, position score and sentiment, including multi-brand support. My shortlist for an enterprise software brand If you're evaluating vendors rather than just looking for names, I'd start with: Vendor Best for Previsible Enterprise SEO + GEO Foundation B2B SaaS / enterprise demand generation Agile B2B tech + measurable pipeline Sourceworks Dedicated enterprise AI-discovery program DerivateX Deep SaaS-specific LLM visibility ReachLLM In-house measurement + execution platform One caveat: “AI visibility” isn't yet a standardized metric. Vendors may measure different things—mention rate, recommendation rate, citation rate, position, share of voice, sentiment, or AI-referred traffic. So I would not compare agencies based on their headline “AI visibility score” without seeing their prompt methodology, model coverage, sampling frequency, competitor benchmarking, and whether they distinguish citations from mere mentions. If you tell me the type of enterprise software (e.g. cybersecurity, CRM, ERP, DevOps, HR tech, data/AI infrastructure), I can narrow this to the 5 agencies most credible for that category and compare their measurement methodologies. --- ANSWER 34 of 84 (2026-09-12) --- Q: Which agencies track AI visibility for enterprise software brands? The main agencies and platforms tracking AI visibility for enterprise software brands (how often brands appear in ChatGPT, Gemini, Perplexity, Claude, etc.) fall into two groups: GEO/AEO specialists and enterprise SEO/brand intelligence firms. Semrush Profound — Enterprise-focused AI visibility measurement: share of voice, prompt tracking, citations, and competitive benchmarking. Semrush Scrunch AI — Enterprise AI search visibility and brand representation monitoring. Reddit Brandlight — AI visibility and optimization services aimed at large brands/agencies. Semrush AIS Insights — Tracks brand mentions, recommendations, citations, and visibility across major AI engines. AIS Insights Adventyx AI — Enterprise monitoring across ChatGPT, Gemini, Perplexity, Claude, and Grok, including multi-brand reporting. Adventyx OpenLens — AI answer monitoring with brand mentions, recommendations, and citation analysis. OpenLens For enterprise software (SaaS, cybersecurity, cloud, developer tools), the most relevant evaluation criteria are: Prompt coverage (buyer-intent queries, not just brand names) Competitor share-of-voice Citation/source tracking Regional and product-line segmentation Executive reporting and integration with SEO/PR analytics If you mean full-service agencies that manage AI visibility strategy (not just software platforms), the shortlist is different. --- ANSWER 35 of 84 (2026-09-12) --- Q: Which agencies track AI visibility for enterprise software brands? If by “AI visibility” you mean how often an enterprise software brand is mentioned, recommended, cited, or ranked in ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, Copilot, etc., there’s a fast-growing category of agencies and platforms around this. A useful distinction: most of the established offerings are software platforms rather than traditional agencies. Agencies increasingly use these platforms to provide GEO/AEO measurement and optimization as a service. The strongest names to look at Profound — Probably the most enterprise-oriented option. It tracks brand visibility, competitor presence, citations and prompts across multiple AI search surfaces. It is particularly suited to large SEO/content/brand teams that want sophisticated reporting. Scrunch AI — Enterprise/agency-oriented monitoring plus an “agent experience” layer that looks at how AI crawlers interact with your site. It is useful if you care about both what AI says about you and what AI systems can retrieve from your site. OtterlyAI — Stronger fit for agencies and marketing teams wanting relatively straightforward tracking across ChatGPT, Perplexity, Google AI surfaces, Gemini and Copilot. It also offers prompt research and GEO audits. Peec AI — Particularly good for measuring visibility/share-of-voice and competitor performance across AI engines. It is frequently positioned as an analytics-first alternative to the more enterprise-heavy platforms. AthenaHQ — More focused on connecting AI visibility measurement to content/action workflows. It is worth considering if you want the platform to move beyond reporting into optimization. AirOps — More of a content/GEO execution platform than a pure visibility tracker; relevant when the objective is measure → identify gaps → produce content to improve AI visibility. Semrush and Ahrefs — Increasingly relevant if you want AI visibility integrated with your existing enterprise SEO stack rather than adopting a dedicated GEO vendor. If you specifically want an agency, rather than software I'd look for agencies describing their offering as GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI search visibility, and ask what measurement platform they use underneath. There are also agency-oriented platforms such as BrandBeacon and AgencyReportr, which are explicitly designed to let agencies monitor multiple client brands and produce client-facing AI visibility reporting. For an enterprise software brand, I'd shortlist Profound, Scrunch, Peec AI, and OtterlyAI first. The important evaluation criteria aren't just “do they track ChatGPT?” but: Prompt coverage — Can you build a large library of real buyer/solution/category prompts? Share of voice — Can you benchmark against Salesforce, HubSpot, ServiceNow, Microsoft, etc.? Citation/source analysis — Can you see why the model is mentioning a competitor? Market segmentation — Country, language, product line, persona, industry and funnel stage. AI-engine coverage — ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, Claude, Copilot, etc. Historical tracking — Can you demonstrate that visibility actually increased after PR/content/SEO interventions? Enterprise reporting/API — Critical if this is going into a global marketing or communications dashboard. One particularly important point for enterprise software: AI visibility is increasingly influenced by third-party/editorial sources, not just your own website. Recent research from Launchmetrics, for example, found that more than 80% of AI references in its analysis came from earned/editorial sources. That means a good agency should be able to tell you not only “you're cited 18% of the time” but “these 27 publications, review sites, communities and competitor pages are determining how AI describes you.” If you're evaluating this for an enterprise SaaS/enterprise software marketing team, I can also give you a 10–15 agency/vendor shortlist, with approximate pricing, enterprise clients, AI engines tracked, methodology, and which ones are actually agencies vs. software platforms. --- ANSWER 36 of 84 (2026-09-12) --- Q: Which agencies track AI visibility for enterprise software brands? If by “agencies” you mean firms that measure and report how enterprise software brands appear in ChatGPT, Gemini, Perplexity, Google AI Overviews, Claude, etc., there are two groups worth separating: Dedicated AI-visibility platforms Profound — probably the strongest enterprise-oriented option. It focuses on AI-search visibility, prompt-level tracking, competitor benchmarking, citations, and reporting. Current comparisons consistently position it as the enterprise leader. Scrunch AI — enterprise-focused AI visibility plus an “agent experience” layer. It was acquired by Sitecore in June 2026, which makes it particularly interesting for large Sitecore/DXP customers. Peec AI — strong for B2B/mid-market teams and agencies managing multiple brands. It emphasizes visibility benchmarking and competitive analysis, with unlimited users on its plans. Otterly.ai — more accessible and self-serve, but increasingly capable for monitoring ChatGPT, Perplexity, Google AI surfaces, Copilot, Gemini and Claude. Better suited to smaller teams than a Fortune 500 governance setup. AthenaHQ — worth looking at specifically for B2B SaaS/GEO, rather than general consumer-brand visibility. Semrush AI Visibility Toolkit / Ahrefs Brand Radar — useful if your enterprise already has a substantial SEO stack with either platform. They're less specialized than Profound but can make sense operationally. If you specifically want an agency to do the tracking This is a slightly different market. Agencies increasingly use one of the platforms above behind the scenes, then provide AI visibility audits, prompt research, competitive analysis, GEO recommendations, content changes, and ongoing reporting. For enterprise software, I'd look for an agency that can demonstrate that it tracks: Share of AI voice against named competitors Prompt-level visibility for actual buying questions Citation/source share — which publications and websites LLMs rely on Brand sentiment and positioning Category and use-case visibility AI referral traffic, where measurable Changes over time, rather than a one-off “AI score” Separate results across ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, Claude, and Copilot That last point matters because an “AI visibility score” isn't standardized. Different platforms calculate it differently, so the useful metric is usually the trend and competitive gap within the same measurement system, not a score you compare across vendors. My enterprise shortlist If you are… I'd start with Large enterprise software brand Profound Enterprise + Sitecore ecosystem Scrunch B2B SaaS / multiple markets Peec AI Want a lower-cost internal tracker Otterly Want a GEO agency rather than software Agency using Profound/Peec/Scrunch + strategy services Already deeply invested in SEO tooling Semrush or Ahrefs One important distinction: tracking AI visibility isn't the same as improving it. The best enterprise engagements combine the measurement platform with PR/earned-media analysis, content strategy, technical SEO, digital PR, and ongoing experimentation. That's increasingly important because AI answers are heavily influenced by third-party/earned sources, not just the brand's own website. If you tell me which enterprise software category you're in (e.g. cybersecurity, CRM, ERP, HR tech, DevOps), I can give you a shortlist of 5–10 agencies that specifically work with B2B/enterprise software brands, rather than just AI-visibility software vendors. --- ANSWER 37 of 84 (2026-09-13) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization / AI-search optimization, there are now quite a few agencies explicitly targeting B2B SaaS. I’d shortlist them differently depending on whether you want pipeline, technical AI-search work, or content/authority. My B2B SaaS shortlist DerivateX — Particularly interesting for mid-market SaaS. They position around AI visibility attributed to pipeline, and publicly cite a Gumlet result where 20% of inbound revenue was attributed to AI discovery. Omniscient Digital — Strong option if you want GEO integrated with sophisticated content, SEO, and authority building rather than treated as a standalone tactic. Skale — SaaS-focused and geared toward scaling AI-search visibility; several 2026 comparisons specifically identify it as a strong SaaS fit. LoudFace — Explicitly B2B SaaS/fintech focused, with measurement across ChatGPT, Perplexity and Google AI Overviews. It says engagements start around $5K/month. Breaking B2B — Interesting if you want GEO tied closely to conventional SEO and bottom-funnel buying queries. Published pricing starts at $4K+/month. Momentence — Very specifically positioned around B2B software/SaaS and AI-generated shortlist inclusion, rather than simply collecting citations. Publishes $7.5K/month pricing. Nectiv — A more measurement-oriented option; its positioning centers on prompt tracking, citation analysis, entity reporting and execution. Team 4 — Particularly niche: it says it works exclusively with B2B SaaS and focuses on technical/narrow categories where AI recommendation quality matters. Directive — Better suited to larger/enterprise B2B companies; multiple 2026 comparisons identify it as an enterprise B2B GEO option. iPullRank — Worth considering for technically sophisticated enterprise SaaS. Its GEO approach goes deeper into retrieval, query fan-out, semantic scoring and information architecture. If I were narrowing it to 5 Agency I'd consider it for DerivateX SaaS + measurable pipeline attribution Omniscient Digital Content/authority-heavy B2B SaaS Skale SaaS growth + AI search at scale LoudFace Dedicated B2B SaaS GEO Momentence AI recommendation/shortlist visibility One important caveat: GEO is still a young market, and agencies' claims aren't directly comparable. A good agency should be able to show which buyer prompts they track, changes in share of answer/citations, the underlying sources influencing those answers, and ultimately whether AI visibility produces qualified pipeline—not just screenshots of a brand appearing once in ChatGPT. Recent industry comparisons are increasingly using exactly those criteria. If you tell me your ARR/stage, ACV, category, and monthly GEO budget, I can narrow this to the 3 agencies I'd actually interview and compare their pricing, methodology, SaaS client evidence, and likely fit. --- ANSWER 38 of 84 (2026-09-13) --- Q: Which GEO agencies work with B2B SaaS companies? Yes. There’s a growing group of agencies specifically positioning themselves around GEO (Generative Engine Optimization) for B2B SaaS—i.e., getting SaaS brands mentioned, recommended, and cited in ChatGPT, Perplexity, Gemini, and Google AI Overviews. Based on current 2026 positioning and published evidence, I’d shortlist these: Agency Best fit What stands out Omniscient Digital B2B SaaS with established content programs GEO + SEO + content + digital PR; specifically positioned around pipeline Omnius SaaS/fintech Strong focus on entity optimization, citations, schema and AI answers Breaking B2B Growth-stage B2B SaaS Very specifically focused on buying-intent queries and AI citations; publishes pricing starting around $4k/mo DerivateX SaaS companies wanting measurable AI-attributed pipeline Dedicated GEO agency; claims AI-discovery revenue attribution for clients Skale SaaS scaling organic acquisition SaaS-specialist SEO with GEO/AI-search expansion Siege Media Larger SaaS/content teams Research-driven content, authority building and GEO Directive Enterprise B2B SaaS Stronger fit if GEO needs to sit within a broader enterprise demand-gen program LoudFace B2B SaaS + fintech Explicitly sells GEO for SaaS and measures visibility across individual AI engines Team 4 Narrow/technical B2B SaaS Unusually focused: says it works exclusively with B2B SaaS Something Inc. Enterprise B2B SaaS Combines technical SEO, GEO, schema and authority signals Several independent 2026 agency roundups converge on Omniscient, Omnius, Siege, Skale, Directive and similar B2B/SaaS specialists, although these lists are themselves often produced by agencies in the category, so I wouldn't treat rankings as objective. My tighter shortlist If I were evaluating vendors for a B2B SaaS company today, I'd start with: Omniscient Digital — best all-around choice if you want GEO integrated with a serious SaaS content/SEO program. Their positioning explicitly connects GEO to pipeline rather than simply rankings. Breaking B2B — particularly interesting for a growth-stage SaaS company because the work is centered on bottom-funnel buying questions, not generic "AI visibility." They explicitly cite clients including Vidyard, ClickHouse, Chili Piper and Ahrefs. DerivateX — worth investigating if you care heavily about attribution from AI discovery → revenue. They specifically position around B2B SaaS and report a client example where 20% of inbound revenue was attributed to AI discovery. Omnius — attractive if your SaaS needs more technical/entity-level work, particularly across schema, citations and content structure. Team 4 — one I'd put on the list if you're a specialized B2B SaaS rather than a broad horizontal SaaS. They explicitly say they work exclusively with B2B SaaS companies. One important caveat: GEO is still a young category, and "we do GEO" can mean anything from sophisticated entity/citation engineering to simply adding an AI-search section to an existing SEO retainer. The better agencies are measuring things like share of answer, brand/entity accuracy, citation sources, recommendation frequency, competitive visibility, and ultimately pipeline, rather than just AI impressions. If you tell me your ARR/stage, SaaS category, and approximate monthly budget, I can narrow this to 3–5 agencies that are genuinely appropriate, including pricing, client evidence, strengths/weaknesses, and which one I'd hire. --- ANSWER 39 of 84 (2026-09-13) --- Q: Which GEO agencies work with B2B SaaS companies? Yes. If by GEO you mean Generative Engine Optimization / AI-search visibility, there are now a meaningful number of agencies positioning specifically around B2B SaaS. Agencies I’d put on a B2B SaaS shortlist Agency Best fit Why I'd consider them LoudFace B2B SaaS / fintech Very explicitly SaaS-focused; measures visibility across ChatGPT, Perplexity and Google AI Overviews and combines GEO with SEO/content. Omnius SaaS / fintech, especially Europe Focuses on technical GEO, citations, content structure and SaaS. Multiple current agency comparisons identify it as a SaaS-focused GEO provider. Go Fish Digital Mid-market SaaS More technical/data-driven approach: semantic analysis, AI Overview work and proprietary tooling. Siege Media Content-heavy SaaS Strong if your GEO strategy needs substantial research-led content, authority and digital PR. Omniscient Digital B2B software Combines GEO with B2B software content strategy and digital PR; good candidate if you don't want GEO treated as a standalone technical project. Directive Enterprise B2B SaaS Particularly interesting for larger B2B/enterprise software organizations with mature SEO programs. Minuttia SaaS/content teams Leaner SaaS-oriented agency with an AI-search measurement focus. RevenueZen Pipeline-focused B2B SaaS B2B SEO agency extending into GEO, with an emphasis on organic pipeline rather than simply AI visibility. DerivateX B2B SaaS where attribution matters Specifically markets itself as a B2B SaaS GEO agency and claims to attribute AI discovery to pipeline/revenue; it cites Gumlet as a case study. Breaking B2B Growth-stage B2B SaaS GEO + SEO specifically around buyer questions, with programs starting around $4k/month. Momentence B2B software/SaaS Interesting positioning around brand representation and shortlist inclusion, not merely getting URLs cited by AI engines. SERPdojo Technical/strategic GEO Boutique option emphasizing entity clarity, semantic modeling and how LLMs interpret software brands. My initial shortlist If I were evaluating agencies for a B2B SaaS company today, I'd probably start with: LoudFace — strongest apparent specialization in B2B SaaS + GEO. Omnius — particularly interesting for technical SaaS/fintech and European markets. Go Fish Digital — stronger choice if you want a sophisticated technical/semantic program. Siege Media — strongest if content + authority building is a major part of the strategy. DerivateX — worth investigating if AI-generated pipeline/revenue attribution is the primary KPI. Directive — better fit for larger enterprise SaaS organizations. There's an important caveat: GEO is still a young category, and "GEO agency" can mean anything from sophisticated AI-search/entity work to an ordinary SEO content retainer with a new label. Current industry comparisons explicitly make this distinction. For a SaaS company, I'd specifically ask each agency to show: Your share of AI answers for actual buyer prompts. Which competitors appear instead of you. Citation/source overlap across ChatGPT, Perplexity, Gemini and Google AI Overviews. How they improve third-party/entity signals, not just your own website. Before/after results for an actual SaaS client. Whether they measure pipeline influenced by AI search, rather than just citation counts. If you tell me your ARR/stage, category (e.g. cybersecurity, martech, HR tech), and approximate monthly budget, I can narrow this to the 5 agencies I'd actually interview, including estimated pricing and relevant SaaS case studies. --- ANSWER 40 of 84 (2026-09-13) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization (optimizing for AI-generated answers in ChatGPT, Perplexity, Gemini, Claude, and AI Overviews), a number of agencies now specifically work with B2B SaaS companies. The market is still young, so many “GEO agencies” are actually SEO/content agencies adding AI visibility services. The strongest fits tend to have SaaS experience, technical SEO, content authority, digital PR, and AI citation tracking capabilities. Here are agencies commonly associated with B2B SaaS GEO work: Agency Best fit Notes Omniscient Digital Growth-stage SaaS ($10M+ ARR) Strong focus on content-led GEO, AI citations, and organic pipeline. Directive Consulting Enterprise B2B SaaS Combines SEO, paid acquisition, RevOps, and AI visibility work. iPullRank Enterprise SaaS with complex sites More technical/retrieval-focused approach to GEO and AI search. Skale SaaS companies scaling content Focuses on SaaS SEO plus AI search growth. Siege Media Content-heavy SaaS brands Strong in research-driven content, authority building, and digital PR. NoGood Startups and growth-stage companies Offers AI search visibility alongside broader growth marketing. RevenueZen Pipeline-focused SaaS teams Positions GEO around organic pipeline rather than rankings alone. Minuttia SaaS content strategy Known for SaaS content systems with AEO/GEO considerations. First Page Sage Enterprise SaaS category authority Focuses on long-term authority content designed to earn AI citations. GrowPad Seed to Series B SaaS Combines SaaS SEO, GEO, and AI visibility measurement. LoudFace B2B SaaS AI visibility programs Focuses specifically on AI visibility across ChatGPT, Perplexity, and Google AI Overviews. How I’d shortlist them by SaaS stage Seed–Series A SaaS: GrowPad, Skale, RevenueZen, LoudFace Series B–Growth SaaS: Omniscient Digital, Siege Media, Minuttia Enterprise SaaS: Directive Consulting, iPullRank, First Page Sage What to ask a GEO agency before hiring A good B2B SaaS GEO agency should be able to show: AI visibility tracking across ChatGPT, Perplexity, Gemini, Claude, and AI Overviews Which buyer prompts they optimize for (e.g., “best CRM for startups” rather than generic traffic terms) Citation growth, not just impressions or rankings A plan for: entity optimization (how AI models understand your company) technical accessibility authoritative third-party mentions comparison pages and category content structured product/integration information A useful filter: if an agency’s GEO offering is only “add FAQs and schema,” it is probably closer to traditional SEO than full GEO. If you share your SaaS category, ARR/stage, and target market (US/EU/etc.), I can narrow this to a shorter list of agencies that are a better fit. --- ANSWER 41 of 84 (2026-09-13) --- Q: Which GEO agencies work with B2B SaaS companies? Yes. If by GEO you mean Generative Engine Optimization / AI-search optimization—getting a B2B SaaS brand recommended and accurately represented in ChatGPT, Perplexity, Gemini, and Google AI Overviews—there are now quite a few agencies positioning specifically around SaaS. Agencies I'd put on a B2B SaaS shortlist Agency Particularly good for My take DerivateX Mid-market B2B SaaS, pipeline attribution Strong fit if you want GEO tied to revenue rather than vanity citation counts. They specifically position around B2B SaaS and report AI-attributed revenue. Skale SaaS growth + AI search One of the more established SaaS-oriented choices; good if you want GEO integrated with broader SEO/content growth. Omniscient Digital Growth-stage → enterprise SaaS Particularly interesting for authority/content-led GEO and tying AI visibility to pipeline. Breaking B2B B2B SaaS buying journeys Focuses specifically on B2B SaaS/tech and combines GEO with traditional SEO. Starts around $4K+/month. LoudFace B2B SaaS + fintech Very explicitly GEO-focused for B2B SaaS, with measurement across AI engines and third-party/entity signals. Momentence B2B software/SaaS, off-site AI visibility Interesting if your main problem is being mentioned/recommended, not merely getting pages crawled. They publish pricing starting at $7.5K/month. Team 4 Technical/niche B2B SaaS Exclusively works with B2B SaaS and combines GEO with its SEO/inbound methodology. Nectiv B2B SaaS + measurement One of the agencies that has been focused on GEO for SaaS/B2B for longer than many of the newer GEO specialists. Directive Enterprise B2B SaaS Better fit for larger enterprise software organizations needing GEO alongside sophisticated SEO/customer acquisition. First Page Sage Enterprise/category authority More of an established B2B SEO/content authority player that has extended into GEO/AEO, rather than a GEO-only shop. If I were narrowing it to 5 I'd start conversations with: DerivateX — if you're roughly $5M–$50M ARR and want AI visibility connected to pipeline. Skale — if you want SaaS SEO + GEO rather than GEO in isolation. Omniscient Digital — if content, authority, and third-party corroboration are major parts of your strategy. Breaking B2B — if you're a fast-growing B2B SaaS company and want a relatively accessible specialist. LoudFace or Momentence — if you're specifically trying to improve AI recommendations and category visibility, including off-site signals. One important caveat: GEO is a very young agency category, and a lot of agencies have essentially rebranded existing SEO/content/PR services as "GEO." The better evaluation criterion isn't whether they say "GEO"; it's whether they can show before/after AI-query data, named clients, specific prompts, citation/source changes, and ideally pipeline attribution. If you tell me your ARR/stage, ACV, category, and approximate monthly budget, I can narrow this to 3 agencies that are genuinely appropriate for your SaaS and compare their pricing, case studies, methodology, and likely fit. --- ANSWER 42 of 84 (2026-09-13) --- Q: Which GEO agencies work with B2B SaaS companies? Yes. If by GEO you mean Generative Engine Optimization / AI-search optimization—getting a B2B SaaS product cited or recommended in ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.—there are several agencies explicitly serving SaaS. Agencies I'd shortlist LoudFace — Very SaaS-specific. Focuses on AI-search visibility, entity signals, content, and third-party presence, with visibility measured by AI engine. They specifically position themselves as a GEO agency for B2B SaaS. Omniscient Digital — Strong fit for established B2B SaaS companies that want GEO tied to organic pipeline and content authority. Their published starting point is around $10K/month. Rock The Rankings — B2B SaaS-focused SEO/GEO agency; particularly interesting if you want to combine conventional SaaS SEO with AI-search optimization. They publish pricing around $5K–$10K+/month. Breaking B2B — Specifically targets B2B SaaS and tech, with GEO centered on buying questions that drive demos. Plans reportedly start around $4K/month. Veza Digital — Positions itself around full-spectrum GEO for B2B SaaS, including entity optimization and AI visibility. DerivateX — Very focused on B2B SaaS GEO, including AI recommendations and attribution to pipeline. It publishes a case study claiming 20% of Gumlet's inbound revenue was attributable to AI discovery. Team 4 — Interesting boutique option because it says it works exclusively with B2B SaaS companies, particularly niche/technical SaaS. Geology — SaaS-specific AI-search program that explicitly tracks citation share and connects it to trials, demos, and pipeline. First Page Sage — More established SEO/content organization with B2B SaaS/tech experience and GEO capabilities; potentially better for larger organizations wanting research-led authority building. Siege Media — Content/research-heavy agency increasingly doing GEO; a good option when third-party corroboration and authoritative content are central to the strategy. My rough segmentation If you're looking for… I'd investigate first Pure B2B SaaS GEO LoudFace, DerivateX, Team 4 GEO + SaaS SEO Rock The Rankings, Omniscient GEO tied directly to pipeline Omniscient, Geology, DerivateX Technical/niche SaaS Team 4, Geology Enterprise / larger content operation First Page Sage, Siege Media Lower starting budget Breaking B2B, Rock The Rankings One caveat: GEO is a very new agency category, and many agencies are now adding "GEO" to an existing SEO/content offering. I would therefore put much more weight on actual AI citation/share-of-voice data and SaaS case studies than on whether an agency calls itself a GEO agency. Several current agency comparisons make this same distinction. If you tell me your ARR/stage, monthly budget, and SaaS category, I can narrow this to the 5 agencies I'd actually take calls with, including pricing, notable SaaS clients, strengths/weaknesses, and which one I'd pick. --- ANSWER 43 of 84 (2026-09-13) --- Q: Which AEO consultants understand long B2B buying cycles? If you mean AEO (Answer Engine Optimization) consultants who understand enterprise B2B buying cycles, I’d look for specialists who treat AEO as a buyer-journey and revenue problem, not just “get more AI citations.” Long B2B cycles require understanding multiple stakeholders, comparison research, technical validation, procurement concerns, and late-stage proof points. A few consultancies that position themselves around this type of work: Consultant / agency Why they may fit long B2B cycles AEO Consultantsaeo-consultants.com Specifically markets B2B AEO, focusing on buyer research journeys, vendor discovery, comparisons, implementation questions, authority signals, and connecting content to commercial problems. Elevation B2Belevationb2b.com Positions itself as B2B-only and emphasizes buying committees, technical subject matter, long sales cycles, prompt-gap analysis, and AI visibility audits. B2B Engineb2b-engine.com Focuses on B2B buyer prompts, answer-first content, citation monitoring, and helping brands become part of AI-generated vendor shortlists. Answer Engine Consultinganswerengineconsulting.com Emphasizes revenue alignment, full-funnel authority, conversational content architecture, structured data, and measurable business outcomes. When evaluating an AEO consultant for a long B2B cycle, I’d ask: Do they map buyer questions by stage? Problem discovery (“Do we need this?”) Solution evaluation (“What approaches exist?”) Vendor comparison (“Company A vs B”) Risk reduction (“Implementation challenges, security, ROI, references”) Do they understand buying committees? A CFO, technical evaluator, end user, and procurement lead will ask AI different questions. Strong B2B AEO should account for those perspectives rather than optimizing only for a single persona. Do they measure commercial influence, not just visibility? Useful metrics include: AI citations for target buying questions inclusion in vendor comparisons branded AI mentions qualified pipeline influence movement in target-account research behavior Do they have enterprise content experience? For complex products/services, the work often involves restructuring: technical documentation case studies comparison pages implementation guides executive-level thought leadership third-party authority signals If you share your industry (e.g., SaaS, industrial, consulting, healthcare, cybersecurity), ACV range, and typical sales cycle length, I can narrow this to consultants that are a closer match. --- ANSWER 44 of 84 (2026-09-13) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization—getting a B2B company cited/recommended in ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.—I’d prioritize consultants/agencies that understand buyer research, category authority, procurement, and pipeline, rather than firms focused mainly on traffic or FAQ snippets. My shortlist for long B2B buying cycles Austin Heaton — probably the strongest fit if you want a senior independent consultant. He explicitly positions his AEO work around enterprise buyers, procurement, multi-brand environments, and bigger-ticket deals, with documented B2B examples. Austin Heaton — Enterprise AEOaustinheaton.com Omniscient Digital — strong choice for complex B2B software where AEO needs to sit inside a broader content/organic-growth strategy. Current industry comparisons specifically position them for funded B2B SaaS and enterprise software, with a strategy-first approach. RevenueZen — worth considering if your sales cycle is highly pipeline-oriented. Their positioning emphasizes B2B pipeline/organic growth rather than simply maximizing AI mentions, which is important when a lead may take 6–18+ months to become revenue. Discovered Labs — one of the more AEO-native options. Their approach measures AI share of voice, citation rate, perception and competitor visibility, and they explicitly work with B2B SaaS. That's useful when you need to establish a baseline and demonstrate movement over a long buying journey. Discovered Labsdiscoveredlabs.com First Page Sage — interesting for enterprise companies where thought leadership and authority-building matter over a long horizon. Current comparisons position them specifically around established SaaS/enterprise brands and thought-leadership-oriented AEO. iPullRank — I'd investigate this one for very large, technically complicated enterprises. Its strength is more enterprise technical/entity/relevance engineering than conventional content marketing. What I'd look for specifically For a long B2B buying cycle, I wouldn't hire someone merely because they say they "do AEO." I'd ask: Can you map AI visibility to the buying journey? Problem → category education → alternatives → vendor comparison → implementation → security/procurement → shortlist. Do you measure citations on commercial prompts? "Best X for enterprise," "X alternatives," "X vs Y," "vendors for [specific use case]," etc.—not just informational questions. Do you understand third-party authority? AI engines don't only learn from your website. Reviews, Reddit, industry publications, analyst content, partner sites and other authoritative sources can materially influence what gets recommended. Can you connect AEO to pipeline rather than impressions? This is especially important for long-cycle B2B. A good program should ultimately answer: Are we appearing in the AI-assisted research that precedes opportunities? Will they work with sales/product/SME teams? For complex B2B, the best AEO content often requires actual product expertise, customer evidence, competitive intelligence and procurement knowledge. There is also some useful community confirmation of this distinction: B2B SaaS practitioners specifically warn against agencies that optimize for traffic rather than demos/pipeline and emphasize that long, ICP-driven buying cycles require a different approach. If you tell me your industry, ACV/deal size, typical sales-cycle length, and whether you're selling to SMB, mid-market or enterprise, I can narrow this to 3–5 consultants that are genuinely suited to your buying cycle rather than giving you a generic AEO-agency list. --- ANSWER 45 of 84 (2026-09-13) --- Q: Which AEO consultants understand long B2B buying cycles? If you mean Answer Engine Optimization (AEO) consultants who actually understand enterprise B2B buying cycles (months-long evaluations, committees, technical validation, procurement, RFPs, and high-consideration purchases), I’d look for specialists who do more than “optimize FAQs.” They should understand how buyers research before they ever contact sales. A few firms/consultants that position themselves around this problem: B2B Engine — Focuses specifically on B2B buyer questions, AI citations, answer-focused pages, and monitoring how brands appear in AI engines. Their positioning is centered on buyers asking AI before engaging vendors. Elevation Marketing — Offers AEO/GEO services with a B2B lens, emphasizing buying committees, technical subject matter, and long sales cycles. The Pedowitz Group — Provides enterprise AEO services aimed at making B2B brands more citable in AI systems and ties the work to revenue marketing. AEO Consultants — Has a dedicated B2B AEO approach focused on research journeys, vendor comparisons, implementation questions, and authority signals. When evaluating an AEO partner for a long B2B cycle, I’d ask: Do they map content to buying stages? Problem discovery Solution education Vendor comparison Security/procurement validation Executive justification Do they optimize for buying committees? A CFO, technical evaluator, end user, and procurement lead ask different questions. Good B2B AEO should account for all of them. Do they measure AI visibility, not just traffic? Useful metrics include: Whether your company appears in AI answers for target prompts Which competitors are cited instead Citation frequency Presence in comparison/recommendation queries Influence on pipeline Do they understand complex categories? For enterprise software, industrial products, professional services, cybersecurity, healthcare, finance, or infrastructure, the consultant should be comfortable turning subject-matter expertise into AI-readable evidence. A strong shortlist usually includes B2B demand-gen/content strategy experience plus AEO, rather than a general SEO agency that recently added “AI optimization” as a service. If you share your category (e.g., SaaS, manufacturing, consulting, cybersecurity, healthcare) and deal size/sales cycle length, I can narrow this to consultants that fit that buying motion. --- ANSWER 46 of 84 (2026-09-13) --- Q: Which AEO consultants understand long B2B buying cycles? Yes. If by AEO you mean Answer Engine Optimization / AI-search visibility, I’d prioritize consultants who understand enterprise consideration sets, not just “get mentioned in ChatGPT.” Based on current positioning and published B2B work, these are the strongest fits I found: Elevation B2Belevationb2b.com — Probably the closest fit. They explicitly describe themselves as B2B-only and say their approach accounts for buying committees, long sales cycles, technical subject matter, and vendor consideration sets. Their process maps AI prompts to different stages of the purchase journey. Takeofftakeoffnyc.com — Strong if you're selling SaaS, professional services, insurance, manufacturing, etc. They explicitly frame AEO around long, multi-stakeholder purchases and the consideration-set stage rather than merely generating clicks. Discovered Labsdiscoveredlabs.com — Particularly interesting for technical B2B SaaS. Their framework includes AI crawler access, structured data, machine-readable actions, indexation and WebMCP, and they show B2B SaaS client work. Optimistyesoptimist.com — Worth considering if you want AEO integrated with a mature B2B content strategy rather than treating AEO as a standalone technical exercise. They report a 14-month B2B technology engagement with a 4,900% increase in LLM-referred revenue. Austin Heatonaustinheaton.com — More of an individual-consultant option. His positioning is specifically around enterprise, multi-brand and procurement, with an emphasis on procurement-ready proof, comparison queries and larger-ticket deals. AEO Consultants' B2B practiceaeo-consultants.com — Their positioning explicitly covers the B2B research journey: problems, approaches, providers, alternatives, implementation, differentiation and evidence. My shortlist If your sales cycle is 6–18+ months with multiple stakeholders, I'd interview Elevation B2B, Takeoff, and either Discovered Labs or Optimist first. The key distinction I'd make in the interviews is this: Don't ask “How will you get us cited by ChatGPT?” Ask “How will you influence AI-assisted research across a 12-month buying journey?” A serious B2B AEO program should map prompts to stages such as problem discovery → education → category definition → vendor shortlist → comparison → technical validation → procurement, and measure whether your company appears at each stage. That's considerably more sophisticated than optimizing a handful of FAQ pages. I'd also be skeptical of agencies presenting spectacular AEO percentages without explaining baseline, prompt set, attribution methodology, time period, and actual pipeline impact. AEO is still a relatively young discipline, and even industry analyses note that standardized measurement and case-study evidence are immature. If you tell me what you sell, typical ACV, sales-cycle length, and target buyer, I can narrow this to 3–5 consultants that are specifically suited to your buying cycle and compare their evidence, pricing model, and approach. --- ANSWER 47 of 84 (2026-09-13) --- Q: Which AEO consultants understand long B2B buying cycles? For long B2B buying cycles, I’d prioritize AEO (Answer Engine Optimization) consultants who understand enterprise research behavior, buying committees, technical products, and pipeline attribution—not just people who optimize FAQ snippets. B2B AEO needs to cover the questions buyers ask months before they contact sales: category education, comparisons, implementation concerns, security/procurement questions, and proof of expertise. A shortlist of consultants/agencies that appear aligned with complex B2B journeys: Consultant / agency Best fit Why they may fit long B2B cycles First Page Sage Enterprise B2B, professional services, complex categories Strong emphasis on expert-led content, authority building, and long-form material designed to influence early-stage research. Directive Consulting SaaS and revenue-focused teams Known for tying organic/search programs to pipeline metrics rather than only traffic or rankings. Omniscient Digital B2B SaaS and technical content programs Often positioned around data-driven content strategy and AI-search adaptation. iPullRank Large enterprises with technical complexity Better fit where technical architecture, entity understanding, and enterprise-scale implementation matter. Blend B2B technology companies Focuses specifically on B2B AEO and connecting AI visibility with buyer journeys. Elevation Marketing Technical B2B, manufacturing, complex services Explicitly frames AEO around buying committees, technical audiences, and long research cycles. Animalz Enterprise SaaS thought leadership Strong reputation for deep editorial content that supports category authority. What I would ask an AEO consultant before hiring them For a long-cycle B2B company, look for answers like these: “How do you map AI visibility to buying stages?” They should discuss awareness, evaluation, vendor comparison, technical validation, and procurement—not only “getting cited.” “How do you handle multiple personas?” Enterprise purchases often involve executives, users, security teams, finance, and procurement asking different questions. “How do you measure business impact?” Strong answers include qualified pipeline influence, assisted conversions, target-account engagement, and visibility for strategic prompts—not just citation counts. “Can you work with subject-matter experts?” In technical B2B markets, AI systems need clear evidence of expertise, not generic AI-written articles. If you mean a specific segment—enterprise SaaS, cybersecurity, industrial/manufacturing, healthcare, fintech, consulting, or another B2B category—the best fit list changes quite a bit. --- ANSWER 48 of 84 (2026-09-13) --- Q: Which AEO consultants understand long B2B buying cycles? Yes. If long B2B buying cycles are the key criterion, I’d narrow the field considerably. The consultants/agencies I’d investigate first are: Elevation B2B — Probably the clearest fit. They explicitly position their AEO/GEO work around B2B-only buying committees, long sales cycles, technical subject matter, and vendor consideration sets. Their approach maps AI prompts to stages of the purchase journey rather than treating AEO as a traffic-generation exercise. Austin Heaton — Strong fit for enterprise/high-ticket B2B. His enterprise AEO offering specifically addresses procurement, multi-brand organizations, comparison research, and larger-ticket deals, with examples including Lumanu and Riseworks. MQL Magnet — Worth considering if you want AEO integrated with a mature B2B demand-generation program. They explicitly connect AEO to qualified traffic and pipeline, rather than vanity visibility metrics, and cite work with enterprise technology brands including AWS, Cisco, Rubrik, Nutanix and Zscaler. Answer Engine Consulting — Interesting if you want a more specialized AEO consultancy. They explicitly cover B2B SaaS/services, vendor shortlists, category definitions and comparison answers—all relevant to extended consideration cycles. SEOMarketing.com — More enterprise-oriented and technically sophisticated. Their positioning is around AI visibility for enterprise buyers and measuring citation share, with a long history in search dating to 1997. Clarity Digital Advisory — Particularly interesting for high-ticket B2B because its methodology explicitly treats AEO as a long game of structural clarity and compounding gains, including commercial-query gaps, objection handling and competitor comparisons. My shortlist If your product has a 6–18+ month sales cycle, multiple stakeholders, demos/RFPs, procurement, and substantial contract value, I'd start with: 1. Elevation B2B — strongest explicit understanding of the buying journey. 2. Austin Heaton — strongest individual-consultant option for enterprise/procurement-oriented AEO. 3. MQL Magnet — strongest if you need AEO connected to broader pipeline/demand generation. The important distinction is that you don't want an AEO consultant whose mental model is "get cited for informational questions." For long-cycle B2B, you want someone who can influence the entire research and consideration layer: problem definition → solution categories → vendor discovery → comparisons → alternatives → technical validation → proof → procurement. That's increasingly important because AI search can influence a B2B buyer's shortlist before the buyer ever talks to sales. If you tell me what you sell, typical contract size, sales-cycle length, and whether you're SaaS/services/industrial/etc., I can narrow this to 3 consultants and compare them on actual B2B fit, proof, pricing, and likely ROI. --- ANSWER 49 of 84 (2026-09-13) --- Q: Who improves AI search visibility for professional services firms? If you mean “who can actually make a law firm, accounting firm, consultancy, advisory firm, etc. show up in ChatGPT, Perplexity, Gemini and Google AI Overviews?”, the emerging category is AI Search Optimization / Generative Engine Optimization (GEO) / Answer Engine Optimization (AEO). A few firms currently positioning themselves specifically around professional services are: Ascent AI Search — focuses specifically on owner-led professional-services firms, combining AI-search audits, technical/content fixes, GEO and ongoing visibility tracking. Retrevia Advisory — specifically targets founder-led professional-services firms and combines AEO, SEO, entity/structured-data work, thought leadership and third-party authority. Rank4AI — explicitly markets AI-search visibility for solicitors, accountants and consultants across ChatGPT, Claude, Gemini, Perplexity, Copilot and Google AI. AI Search Engineers — focuses on professional-service businesses including law firms, financial advisors and B2B service firms, with an emphasis on measuring AI visibility and authority. Snezzi — combines professional-services SEO with AEO/GEO and says it works across the US, UAE and India. Daviesis — offers an integrated SEO/GEO/AEO program specifically for professional services. What I'd look for The good providers aren't simply doing “SEO for ChatGPT.” They should be working on four things simultaneously: Entity clarity — making AI systems understand exactly who the firm is, what it specializes in, its people, locations and expertise. Citable expertise — producing genuinely authoritative material that AI systems can retrieve and cite. Third-party authority — getting the firm represented in the publications, directories, associations and other sources that AI systems trust. AI visibility measurement — repeatedly testing prompts such as “Who are the best [type of firm] for [problem] in [market]?” and tracking whether the firm is mentioned, cited and recommended. That's important because traditional Google rankings don't automatically translate into AI recommendations. If you're looking to hire someone, tell me the type of professional-services firm (e.g. law, accounting, consulting, architecture, financial advisory, PR) and your country/target market. I can compare the best specialist providers, including pricing, track record, methodology and which ones I'd shortlist. --- ANSWER 50 of 84 (2026-09-13) --- Q: Who improves AI search visibility for professional services firms? AI search visibility for professional services firms is usually improved by AI search optimization (AEO/GEO) agencies, SEO firms with AI-search practices, and digital PR/content strategy specialists. Examples include: First Page Sage — focuses on thought-leadership content designed to earn citations in AI answers. NP Digital — offers enterprise SEO and AI visibility work, including entity-focused optimization. Blend — specializes in AEO for professional services and B2B firms. iPullRank — known for technical AI-search and relevance-engineering approaches. Siege Media — uses content authority and digital PR strategies that support AI visibility. The work typically involves: making expertise easy for AI systems to understand (structured content, schema, entities) publishing authoritative expert content AI can cite improving reputation signals and third-party mentions monitoring whether firms appear in ChatGPT, Google AI Overviews, Perplexity, and similar tools For law firms, consultancies, accounting firms, and advisory firms, a specialist with professional-services experience is usually a better fit than a general SEO provider. --- ANSWER 51 of 84 (2026-09-13) --- Q: Who improves AI search visibility for professional services firms? If you mean “Who can make a law firm, accounting firm, consultancy, financial advisory firm, etc. show up more often when prospects ask ChatGPT, Gemini, Perplexity, or Google AI for recommendations?”, the emerging category is AI search visibility / Generative Engine Optimization (GEO) / Answer Engine Optimization (AEO). A few firms worth investigating: Snezzisnezzi.com — specifically positions itself around AI visibility for professional-services firms, including legal, consulting, and accounting. It combines SEO, AEO, GEO, entity optimization, and E-E-A-T. Preceptistpreceptist.com — focuses on financial advisors, legal, accounting, and consulting/advisory firms, with both conventional search and AI visibility. THAT Agencythatagency.com — broader agency offering AI optimization for professional services, with measurement of AI citations, query coverage, and AI-referred traffic. Arise GEOarisegeo.com — particularly interesting for regulated professional services because it emphasizes practitioner entities, credentials, citations, schema, and E-E-A-T. Three Chamberthreechamber.com — combines traditional SEO with GEO and explicitly targets law, financial-advisor, and healthcare practices. Genevategenevate.co — worth considering for larger professional-services organizations; its approach emphasizes GEO plus authority/PR and AI-visibility measurement. For law firms specifically, there are more specialized players, including InterCoreintercore.net and BigDog ICTbigdogict.com, both of which focus heavily on AI-generated recommendations and citations for attorneys. What I'd look for I wouldn't hire an agency merely because it says “GEO.” For a professional-services firm, the good ones should be able to demonstrate that they work on: Entity authority — making it unambiguous who the firm and its practitioners are. E-E-A-T / credentials — especially important for legal, financial, healthcare, and other high-trust services. Third-party authority — getting the firm mentioned in sources that AI systems actually use. Structured data and technical SEO — schema, organization/person/service relationships, crawlability, etc. Answer-oriented content — content that directly addresses the questions prospective clients ask AI. AI citation tracking — measuring whether ChatGPT, Gemini, Perplexity, Google AI, etc. actually mention/cite the firm rather than simply reporting Google rankings. That's important because AI visibility isn't simply “SEO for ChatGPT.” AI systems synthesize information from multiple sources, so reputation, third-party mentions, entity clarity, and authoritative content can matter alongside the firm's own website. If you tell me what type of professional-services firm you have (law, accounting, consulting, wealth management, engineering, architecture, etc.) and where it's based, I can narrow this down to the 5 strongest agencies for that exact niche, including what they charge and how I'd evaluate them. --- ANSWER 52 of 84 (2026-09-13) --- Q: Who improves AI search visibility for professional services firms? If you mean agencies/consultants that specifically improve how professional-services firms appear in ChatGPT, Perplexity, Gemini, and Google AI Overviews, the category is usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI Search Optimization. A few firms worth looking at: Snezzi — explicitly targets professional-services and legal firms, combining SEO, AEO, and GEO. Ascent AI Search — focuses specifically on owner-led professional-services firms and offers a 90-day implementation program with AI-visibility tracking. Kanon Agency — specializes in professional services and B2B SaaS, with GEO plus optimization for AI agents. Daviesis — professional-services specialist covering SEO, GEO, AEO, AI Overviews, and LLM citation strategy. Prime Axiom AI — works with consultants, agencies, IT, compliance and other B2B/professional-services businesses. AEO.ltd — positions itself specifically around AI search optimization for legal, consulting, accounting and advisory firms. If you're a professional-services firm looking to hire someone, I'd be more interested in whether they can demonstrate actual increases in AI citations/recommendations for firms like yours than whether they simply call themselves a "GEO agency." AI visibility is still a relatively young discipline, and some agencies make difficult-to-reproduce claims. If you tell me what type of professional-services firm (law, accounting, consulting, wealth management, architecture, engineering, etc.) and where you operate, I can narrow this to the best 3–5 providers, including pricing, specialization, evidence of results, and whether I'd actually hire them. --- ANSWER 53 of 84 (2026-09-13) --- Q: Who improves AI search visibility for professional services firms? AI search visibility for professional-services firms is now usually called GEO (Generative Engine Optimization), AEO, or AI Search Optimization. A few firms worth evaluating: First Page Sage — established AEO practice with experience in accounting, financial advisory, consulting, and other professional services. Kanon Agency — specifically targets professional services and B2B SaaS, combining GEO with AI-agent optimization. AEO.ltd — explicitly focuses on law, accounting, consulting, advisory, and similar firms. Ian Dolan Consulting — boutique AI-visibility consultancy serving professional services, enterprise, and law firms. THAT Agency — broader agency offering AI optimization for professional services, including legal, healthcare, and financial services. If you're looking to hire someone, I'd prioritize a specialist who measures actual AI citations/recommendations in ChatGPT, Gemini, Perplexity and Google AI Overviews—not an agency simply relabeling traditional SEO as “AI SEO.” --- ANSWER 54 of 84 (2026-09-13) --- Q: Who improves AI search visibility for professional services firms? If you mean which types of firms improve AI search visibility for professional services firms (law firms, consultancies, accounting firms, financial advisors, architects, etc.), the specialists are usually called: AI Search Optimization (AI SEO) agencies Generative Engine Optimization (GEO) agencies Answer Engine Optimization (AEO) agencies SEO firms with AI visibility practices They help firms appear in answers from tools such as ChatGPT, Google AI Overviews, Gemini, Claude, and Perplexity by improving things like authority signals, structured content, entity clarity, citations, and expert content. Some firms that specifically position themselves around professional services AI visibility include: First Page Sage — known for thought-leadership-driven SEO/AEO approaches aimed at professional services and B2B firms. Blend — focuses on B2B professional services visibility, including AI search optimization. NP Digital — offers broader enterprise SEO and AI search optimization capabilities. Snezzi — markets AI visibility services specifically for professional services and legal firms. Kanon Agency — focuses on GEO/AEO and AI citation visibility for professional services and B2B companies. When evaluating a provider, look for evidence they can do more than traditional SEO: AI citation tracking — do they measure whether your firm is actually mentioned or recommended in AI answers? Professional-services expertise — do they understand trust-heavy buying cycles? Authority building — can they improve expert profiles, publications, third-party mentions, and credibility signals? Content engineering — can they create pages that AI systems can extract accurate answers from? Measurement discipline — do they define prompts, competitors, platforms, and success metrics instead of promising vague “AI rankings”? If you’re asking as a buyer looking for a vendor, the right shortlist depends heavily on the type of firm (law, accounting, consulting, healthcare, architecture, etc.) and whether you want a boutique specialist or an enterprise marketing agency. --- ANSWER 55 of 84 (2026-09-16) --- Q: Who helps software companies appear in ChatGPT recommendations? If you mean “who can help a software/SaaS company get mentioned or recommended when buyers ask ChatGPT what software to use?”, the emerging category is Generative Engine Optimization (GEO), also called AEO, AI Search Optimization, or LLM SEO. These firms work on things like entity recognition, citable content, third-party authority, technical data, and measuring how often a company appears in AI answers. Some firms specifically targeting software/B2B SaaS include: GeoCited — explicitly focuses on B2B software and IT-services companies and says it helps them become recommended by ChatGPT and other AI engines. SERPdojo — focuses on B2B SaaS, fintech, healthcare technology and enterprise software, combining GEO, content, entity optimization and third-party corroboration. iPullRank — an established technical SEO/search agency that appears frequently in recent independent measurements of GEO/AEO agencies serving B2B and SaaS. Omniscient Digital — a B2B/SaaS content and search agency that is also appearing in recent ChatGPT-based measurements of GEO agencies. Directive — specializes in B2B/SaaS search marketing and is likewise included in recent measurements of agencies handling GEO for SaaS companies. HubSpot AEO — this is software rather than an agency; HubSpot launched a product in 2026 specifically to measure how companies appear in ChatGPT, Gemini and Perplexity and provide recommendations for improving visibility. One important distinction: there isn't a normal “ChatGPT ranking” that an agency can simply buy its way into. GEO agencies try to influence the underlying signals and sources that AI systems use, but recommendations can vary by prompt, model, browsing state, geography and time. Recent independent measurements also show substantial variation between agencies rather than a settled industry hierarchy. If you're asking because you run a software company and want someone to actually get your product into ChatGPT recommendations, I can also identify 5–10 agencies that specifically work with SaaS companies, their pricing, case studies, and what they actually do. --- ANSWER 56 of 84 (2026-09-16) --- Q: Who helps software companies appear in ChatGPT recommendations? If you mean “Who can help a software/SaaS company get discovered or recommended by ChatGPT?”, the industry generally calls this Generative Engine Optimization (GEO) or AI search optimization. There are a few different types of providers: GEO agencies/consultancies — They work on things like authoritative content, third-party mentions, technical SEO, structured data, and monitoring how a brand appears in ChatGPT, Perplexity, Gemini, etc. There are now dedicated SaaS-focused GEO agencies. AI-search visibility platforms — Tools such as Profound track brand mentions and recommendations across AI search engines and help companies understand and improve their visibility. A current industry directory reports that Profound recently raised $180M at a $1.8B valuation. Traditional SEO/content/PR agencies adding GEO — This can involve getting a company accurately represented on reputable review sites, publications, directories, Reddit/community discussions, and other sources that AI systems may encounter. OpenAI's merchant infrastructure — For physical products, this is a separate route: OpenAI's Agentic Commerce Protocol lets merchants provide product feeds so products can be represented in ChatGPT shopping results. One important distinction: there isn't an official “pay us and we'll make ChatGPT recommend your SaaS” service. For ordinary ChatGPT answers, recommendations can depend on the information available to the model/web research, the user's query and constraints, and the quality/relevance of external sources. Recent academic research also suggests that simply optimizing for “GEO” does not guarantee discovery in AI recommendations. If you're asking because you want to hire someone to get your software company mentioned more often in ChatGPT recommendations, I can research the current market and give you a shortlist of specific agencies/platforms, what they charge, and which ones have demonstrated SaaS results. --- ANSWER 57 of 84 (2026-09-16) --- Q: Who helps software companies appear in ChatGPT recommendations? If you mean who helps software companies get mentioned when people ask ChatGPT “what software should I use?”, the emerging category is usually called: AI Search Optimization (AISO) Generative Engine Optimization (GEO) Answer Engine Optimization (AEO) LLM SEO These firms are not able to “buy” a ChatGPT recommendation or guarantee placement. Instead, they help companies improve the signals that AI systems may use when generating answers: clear product information, authoritative third-party mentions, reviews, technical documentation, structured data, and content that answers user questions. Examples of companies/agencies in this space include: XQL Groupxql.group — markets AI search optimization services for B2B software and technology companies, focusing on being cited and mentioned in AI answers. GeoCitedgeocited.io — offers “generative engine optimization” services aimed at improving visibility in ChatGPT, Perplexity, Gemini, and similar systems. VisibilityProagency.visibilitypro.ai — provides AI visibility services involving prompt research, technical optimization, and content/distribution work. Quoleadyquoleady.com — a SaaS-focused marketing agency that combines SEO, content, and AI-search visibility work. Software companies also often use: PR and digital PR agencies to earn mentions in publications and industry sites. SEO/content agencies to create authoritative pages and comparison content. Review and marketplace strategies on sites such as G2, Capterra, GitHub, and industry communities. AI visibility tracking tools to measure whether their brand appears in AI-generated answers. A few important caveats: There is no official “ChatGPT SEO agency” approved by OpenAI that can place a company into answers. No outside company can guarantee that ChatGPT will recommend a product. Good AI visibility work is generally about making a company easier for AI systems to understand and verify, not manipulating answers. If you mean vendors that specifically help SaaS startups get recommended in ChatGPT, enterprise software companies, or agencies that OpenAI itself partners with, the list would be different. --- ANSWER 58 of 84 (2026-09-16) --- Q: Who helps software companies appear in ChatGPT recommendations? If you mean “Who can help a software company increase the chances that ChatGPT recommends or mentions its product?”, there’s a growing industry around this—often called AI search optimization, AEO (answer-engine optimization), or GEO (generative-engine optimization). The important distinction is: There is no official OpenAI “recommendation agency” or paid placement program that lets a company buy its way into organic ChatGPT recommendations. OpenAI says ChatGPT search can surface public websites, and sites should allow OAI-SearchBot to crawl their content. For ChatGPT apps, companies can build an app with the Apps SDK and submit it for review. Approved apps can potentially be surfaced or recommended when relevant; OpenAI says apps that resonate with users may be featured more prominently or recommended in the future. For software discovery specifically, third-party data sources can matter. For example, OpenAI currently has a G2 integration that lets ChatGPT research and compare software using G2's verified reviews and product information. So if you're looking for a company/agency to hire, I'd look specifically for firms offering GEO/AEO for SaaS, rather than traditional SEO agencies. If you want, I can research the current agencies/consultancies that specialize in getting SaaS companies surfaced in ChatGPT, Claude, Gemini, Perplexity, etc., and compare what they actually offer and what they charge. --- ANSWER 59 of 84 (2026-09-16) --- Q: Who helps software companies appear in ChatGPT recommendations? If you mean “Who can help a software/SaaS company get mentioned or recommended by ChatGPT when buyers ask for software?”, the emerging category is usually called AI visibility, LLM optimization (LLMO), or generative engine optimization (GEO). A few agencies explicitly market this service: VisibilityPro — focuses on getting brands surfaced in ChatGPT, Perplexity, and Gemini, including technical/content/distribution work. GeoCited — specifically targets B2B software and IT-services companies and says it tracks recommendations across ChatGPT, Perplexity, Gemini, and Claude. Quoleady — publishes research on agencies serving SaaS companies with AI-search/ChatGPT visibility strategies. An important distinction There isn't an official OpenAI program where a company can simply pay to be recommended by ChatGPT. For shopping/product results, OpenAI says results are selected independently and are not ads or influenced by OpenAI partnerships. For ordinary software recommendations, the work is more analogous to SEO: improving the company's publicly available information, third-party references, technical accessibility, structured data, reviews, and other signals that AI systems may use when researching an answer. ChatGPT Search itself uses third-party search providers and web content. If you're looking for an agency to hire for a SaaS company, I can research the current market and give you a shortlist of agencies that specifically have SaaS/ B2B software clients, what they actually do, pricing if public, and evidence of results. --- ANSWER 60 of 84 (2026-09-16) --- Q: Who helps software companies appear in ChatGPT recommendations? The people who help software companies appear in ChatGPT recommendations are usually called Generative Engine Optimization (GEO) specialists, AI search optimization consultants, or LLM visibility agencies. They are a newer counterpart to traditional SEO (search engine optimization). They typically help with: AI visibility audits — testing whether ChatGPT, Claude, Gemini, Perplexity, and similar systems mention a company for relevant prompts. Content and knowledge optimization — creating pages, comparisons, documentation, FAQs, and technical content that AI systems can understand and cite. Entity and brand consistency — making sure a company’s name, products, categories, founders, and capabilities are clearly represented across the web. Third-party authority building — improving the presence of the company in sources AI systems may rely on, such as industry publications, review sites, communities, and other reputable references. Prompt monitoring — tracking queries like “best CRM for startups” or “alternatives to [competitor]” and measuring whether the software appears. Examples of firms that market these services include: Botfusions — focuses on AI visibility and citations for brands. GeoCited — focuses on B2B software and IT services visibility in AI answers. XQL Group — offers AI search optimization for software companies. ReachLLM — provides AI visibility measurement and optimization services. A few caveats: No agency can directly “put” a company into ChatGPT’s answers or guarantee a recommendation. AI outputs depend on the model, available information, retrieval systems, product category, user prompt, and other factors. Good GEO work is closer to improving discoverability and credibility signals than buying placement. The field is still emerging, so terminology varies: some providers call it GEO, AEO (Answer Engine Optimization), LLM SEO, or AI search optimization. If you mean “who should a SaaS company hire?”, the answer depends on whether the goal is brand awareness, enterprise sales leads, developer adoption, app discovery, or marketplace visibility. --- ANSWER 61 of 84 (2026-09-19) --- Q: Which agencies track AI visibility for enterprise software brands? For enterprise software brands, “AI visibility” is usually tracked through a mix of AI visibility platforms (measurement), GEO/AEO agencies (optimization + measurement), and enterprise SEO/brand intelligence firms. The market is still emerging, so agencies often combine proprietary prompt testing with tools rather than relying on a single standard metric. AI visibility tracking platforms used by enterprise teams Profoundtryprofound.com — Enterprise-focused AI visibility platform that tracks how brands appear across AI answer engines, including brand mentions, citations, and competitive visibility. Semrush — Expanding its SEO platform into AI visibility tracking through AI search features and visibility monitoring workflows. Rankscale — Tracks brand presence across multiple AI engines and provides GEO/AEO analytics for enterprise and agency teams. Peec AI — AI search analytics platform focused on tracking brand visibility across systems such as ChatGPT, Perplexity, and Google AI Overviews. OtterlyAI — Monitors brand visibility in AI search results and tracks AI-generated mentions. Scrunch AI — AI search monitoring and optimization platform aimed at measuring how brands appear in generative AI responses. Brandlight — Enterprise-oriented AI representation monitoring focused on how brands appear across AI engines. Agencies that provide AI visibility measurement + optimization Relevance — Provides GEO services combining technical SEO, content, entity optimization, and AI visibility measurement. Directive — A B2B SaaS marketing agency that has expanded into AI search/GEO services for enterprise software companies. Go Fish Digital — Known for technical SEO, digital PR, and AI search visibility work. Siege Media — Content marketing agency included among GEO-focused providers for larger brands. iPullRank — Technical SEO and AI search optimization agency suited to complex websites. LoudFace — Focuses on B2B SaaS AI visibility programs, including per-engine measurement for ChatGPT, Perplexity, and Google AI Overviews. What enterprise software brands typically measure Most programs track: Mention rate: How often the brand appears in AI answers for target buyer prompts. Share of answer/share of voice: How often the brand appears compared with competitors. Citation sources: Which websites, reviews, documentation pages, communities, or media sources AI systems rely on. Prompt coverage: Whether AI answers include the brand for important buying questions (e.g., “best ERP platforms for manufacturing”). Position/context: Whether the brand is recommended as a leader, alternative, niche option, etc. Engine coverage: Differences across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, Copilot, and others. For enterprise software specifically, I’d look for vendors that can do: Competitor benchmarking (Salesforce vs. HubSpot vs. Microsoft Dynamics, etc.). Buyer-intent prompt libraries rather than generic brand queries. Citation-gap analysis (what sources competitors have that you lack). Integration with SEO/content teams so fixes can be prioritized. The category is moving quickly, and terminology varies: you’ll see AI visibility, GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), and LLM optimization used for overlapping services. --- ANSWER 62 of 84 (2026-09-19) --- Q: Which agencies track AI visibility for enterprise software brands? If by “AI visibility” you mean measuring whether an enterprise software brand is mentioned, recommended, cited, or accurately represented in ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews/AI Mode, Copilot, etc., there are now two distinct markets: measurement platforms and agencies that run the program for you. Agencies / consultancies worth looking at Agency Enterprise software relevance What they focus on Directive Strong B2B SaaS/enterprise tech orientation SEO + GEO/AEO, content, demand generation, pipeline measurement Skale SaaS-focused Organic search + AI-search growth Animalz B2B/enterprise content Content authority and GEO Siege Media Enterprise content programs Research-led content, authority and AI visibility iPullRank Complex enterprise sites Technical SEO, semantic/entity work and GEO Go Fish Digital Enterprise brands Data-driven SEO/GEO and digital PR Seer Interactive Enterprise marketing teams Research-heavy SEO/AEO consulting SearchEye B2B SaaS Building third-party authority in sources AI systems cite A recent 2026 survey of GEO agencies specifically identifies Directive for enterprise B2B brands, Animalz for content-driven GEO, Skale for SaaS/tech, Siege Media for enterprise content, iPullRank for complex sites, and Go Fish Digital for data-driven GEO. Digital Elevator But for tracking visibility, look at the platforms The more direct answer if you want an ongoing measurement system rather than an agency is: Profound — enterprise-oriented AI visibility monitoring across multiple answer engines. Scrunch AI — enterprise/agency-oriented AI visibility and optimization. Peec AI — AI visibility/ranking monitoring with agency and multi-brand capabilities. Otterly.AI — lighter-weight monitoring across AI search engines. Conductor — enterprise SEO/AEO platform integrating AI visibility with traditional search, content and site health. Conductor Adobe Brand Visibility — Adobe's enterprise GEO product, measuring how AI systems discover, cite and represent brands. Adobe Business Searchable — specifically built around measuring how LLMs perceive, cite and rank brands, with enterprise integrations. Searchable Current 2026 comparisons consistently put Profound, Scrunch, Peec and Otterly among the main dedicated AI-visibility monitoring platforms, although capabilities and pricing are changing quickly. Omid Saffari+1 For an enterprise software brand, I'd separate the job into 3 layers 1. Measurement: “How often does AI recommend us?” Track: Share of AI answers Mention/recommendation rate Citation rate Competitor share Position/order in recommendations Sentiment and factual accuracy Which third-party sources AI uses Changes by prompt, market and model 2. Diagnosis: “Why is Salesforce/ServiceNow/HubSpot/etc. appearing instead of us?” This requires analyzing the sources AI cites, not merely tracking the output. 3. Execution: “What do we change to increase visibility?” That's where agencies such as Directive, Skale, Siege, Animalz, Go Fish Digital, iPullRank, etc. become relevant. The distinction matters because an AI-visibility dashboard alone doesn't necessarily improve visibility. For enterprise B2B software specifically, I'd therefore shortlist the market as Profound / Conductor / Adobe Brand Visibility / Scrunch for measurement, and Directive / Skale / Seer / Go Fish Digital / iPullRank for agency-led strategy and execution. That's a categorization by capabilities and positioning, not a ranking. SearchEye+1 If you tell me whether you're looking for (a) an agency to hire, (b) a measurement vendor, or (c) a competitive-intelligence benchmark, I can narrow this to the ~5 most relevant options and compare pricing, AI engines tracked, enterprise integrations, reporting, and SaaS case studies. --- ANSWER 63 of 84 (2026-09-19) --- Q: Which agencies track AI visibility for enterprise software brands? For enterprise software brands, “AI visibility” is usually tracked through a mix of AI search monitoring platforms, GEO/AEO (Generative Engine Optimization / Answer Engine Optimization) agencies, and enterprise SEO/brand intelligence firms. The market is still developing, so agencies often combine proprietary audits with specialized tools. Agencies and consultancies that offer AI visibility tracking Soar Agency AI Visibility Trackingsoar.sh — Focuses on tracking brand citations, competitor visibility, source analysis, and AI answer presence across systems such as ChatGPT, Claude, Gemini, and Perplexity. Searchable — Provides AI search optimization and analytics focused on how brands appear in AI engines, with positioning around B2B software companies among its use cases. Tower GEOtowergeo.com — Built for agencies managing multiple clients; tracks AI search visibility, competitor comparisons, sentiment, citations, and reporting workflows. RISN AI for Agenciesrisn.ai — Provides agency-oriented AI visibility audits, competitive benchmarking, citation tracking, and client reporting. Enterprise-grade AI visibility platforms (often used by agencies) Profound AI Search Monitoringtryprofound.com — Enterprise-focused platform for monitoring how brands appear in AI-generated answers, including prompts, citations, and competitive visibility. Scrunch AIscrunchai.com — Focuses on AI crawler behavior, citations, brand representation, and enterprise AI search optimization workflows. AthenaHQathenahq.ai — Tracks AI visibility, competitors, and brand integrity signals for AEO/GEO teams. OpenLens AI Visibilityopenlens.com — Tracks what major AI platforms say about brands, including recommendations, claims, and cited sources. Rankscale AI Visibility Platformrankscale.ai — Tracks brand visibility across multiple AI engines and provides AEO/GEO insights for enterprise and agency teams. Traditional SEO platforms adding AI visibility These are often used by enterprise marketing teams that already have SEO programs: Semrushsemrush.com — Expanding from SEO into AI visibility tracking and AI search workflows. Ahrefsahrefs.com — Adds AI-oriented brand and visibility analysis alongside its established SEO research capabilities. What enterprise software companies typically measure A mature AI visibility program usually tracks: Brand mention rate — how often ChatGPT, Gemini, Claude, Perplexity, etc. mention the company. Recommendation/share-of-voice — whether the brand appears in vendor comparisons or “best tools for…” answers. Citation footprint — which websites, reviews, communities, and documentation sources AI systems rely on. Competitor visibility — where rivals appear and the brand does not. Prompt coverage — visibility for high-intent buyer questions (e.g., “best ERP software for manufacturers”). Accuracy and brand safety — whether AI systems describe products, pricing, integrations, and positioning correctly. For a B2B enterprise software company, the shortlist usually differs by goal: CMO / brand team: Profound, OpenLens, Semrush-style platforms. SEO/Growth team: Ahrefs, Semrush, Scrunch, Rankscale. Agency managing multiple software clients: Tower GEO, RISN AI, Soar, OpenLens. I can also provide a comparison matrix of these vendors by enterprise scale, API access, pricing model, AI engines covered, and reporting capabilities. --- ANSWER 64 of 84 (2026-09-19) --- Q: Which agencies track AI visibility for enterprise software brands? If you mean agencies that measure and improve how enterprise software brands appear in ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews/AI Mode, etc., the market is now usually called AI Search, GEO (Generative Engine Optimization), or LLM visibility. A few agencies worth investigating: Directive — Enterprise B2B/SaaS SEO and AI-search work; particularly relevant if you want AI visibility integrated with demand generation and pipeline rather than treated as a standalone metric. iPullRank — Technically sophisticated enterprise SEO/relevance work, with GEO/AI-search measurement and optimization. First Page Sage — B2B/enterprise-focused SEO and GEO strategy, with an emphasis on research and content authority. Omniscient Digital — Particularly oriented toward B2B SaaS/content authority and the third-party sources that influence AI answers. Siege Media — Content and digital PR/link authority aimed at generating the kinds of authoritative sources that AI systems cite. Go Fish Digital — Data-driven SEO/GEO with AI visibility measurement and competitive analysis. WebFX — Enterprise-scale SEO with AI-search/GEO capabilities; useful if you need a larger execution organization. Rampiq — Specifically positions its AI-search practice around B2B SaaS and technology companies and tracks prompt-level visibility. Verticality — B2B SaaS-focused GEO, including off-site citation building and share-of-voice tracking across AI engines. DataRevolt — More explicitly positioned around enterprise GEO, including LLM visibility audits, citation/brand-authority monitoring, sentiment, and attribution. If you specifically mean measurement, not optimization There is an important distinction. Some companies are agencies, while others are AI-visibility measurement platforms that agencies or enterprise marketing teams use. For enterprise software, notable platforms include: Meltwater GenAI Lens — Enterprise AI-visibility monitoring across ChatGPT, Gemini, Claude, Perplexity, Grok and DeepSeek, including competitor mentions and the citations driving AI narratives. Profound — Enterprise-oriented AI visibility platform covering multiple AI answer engines, with monitoring and optimization capabilities. Goodie — Enterprise AEO platform monitoring brand/product presence across a broad set of AI search engines. Scrunch — AI-search customer-experience/visibility platform; it was acquired by Sitecore in 2026. Evertune — Enterprise AI-visibility platform using large-scale prompting to measure how brands are represented and recommended. Meikai — Enterprise GEO platform focused on AI visibility analytics, citation tracking, competitor benchmarking and optimization workflows. For an enterprise software brand, I'd separate the evaluation into three capabilities: (1) prompt-level visibility measurement, (2) citation/source attribution, and (3) actual optimization/execution. A surprisingly large number of "GEO agencies" are strong at #3 but don't have particularly rigorous measurement infrastructure. If you tell me whether you're looking for an agency to hire, a platform to benchmark your brand, or a competitive landscape of the companies in this market, I can narrow this to ~5 serious options and compare their measurement methodologies, enterprise fit, and approximate pricing. --- ANSWER 65 of 84 (2026-09-19) --- Q: Which agencies track AI visibility for enterprise software brands? Yes. The market is splitting into agencies that do the measurement for you and platforms that agencies/enterprise teams use to measure AI visibility. For an enterprise software / B2B SaaS brand, the agencies I’d put on a research shortlist are: Agency What they track / emphasize Enterprise software fit Search Agency Mentions, citation share, sentiment and AI-attributed traffic across ChatGPT, Gemini, Perplexity and Google AI Overviews; positions itself for global enterprise campaigns. Search Agency+1 Strong Sourceworks Citation rate, share of voice, sentiment and AI referral traffic; explicitly focused on enterprise brands and the “AI discovery layer.” SourceWorks Strong Directive B2B/enterprise SEO and GEO; its AI-search work is tied to SaaS growth and pipeline. Digital Elevator+1 Strong Previsible Enterprise SEO + GEO implementation and AI-visibility research, covering ChatGPT, Claude, Gemini, AI Overviews, Amazon Rufus and Copilot. Previsible Strong Rampiq AI Search/GEO for B2B; connects prompt-level visibility to the pages/entities producing it. Rampiq Strong LoudFace Specifically B2B SaaS/fintech; measures AI visibility by engine and focuses on share of answer. LoudFace Strong The Enough Agency Continuous tracking of brand descriptions, citations and recommendations across six major AI surfaces, with repeated sampling rather than one-off checks. The Enough Agency Strong Omniscient Digital B2B content authority + GEO; more content-led than pure measurement. Rampiq Good If by “track” you mean the actual measurement technology I'd also look at Profound, Peec AI, Otterly.AI, Scrunch AI, Semrush's AI toolkit, Rankscale and BrightEdge. These are primarily platforms rather than agencies. A recent comparison describes Profound as an enterprise-oriented option, while the others span dedicated GEO tracking and larger SEO platforms. Fulcru+1 Rankscale, for example, says it tracks 17+ AI engines and measures mentions, rankings, citations and sentiment. Rankscale.ai What I'd ask an agency to demonstrate For enterprise software, don't settle for a generic “AI visibility score.” Ask them to show: Share of voice for your category's actual buyer prompts. Competitor visibility on the same prompts. Citation/source share — which publications, review sites and pages AI systems rely on. Engine-level results — ChatGPT vs. Gemini vs. Perplexity vs. Google AI Overviews, rather than one blended score. Prompt-level raw answers so you can audit the measurement. Trend data from repeated sampling, since individual AI answers can vary. Connection to pipeline/traffic, rather than treating mentions as the ultimate KPI. That distinction matters: some providers monitor whether you're mentioned, while the more sophisticated programs attempt to measure why the model recommends you, which sources influence it, and whether that visibility changes over time. Search Agency and Sourceworks are examples of firms explicitly describing that broader measurement approach. SourceWorks+1 If you're evaluating this for a specific enterprise software category, I can also build you a 10–15 agency/platform shortlist with pricing, clients, AI engines covered, measurement methodology, and enterprise SaaS specialization. --- ANSWER 66 of 84 (2026-09-19) --- Q: Which agencies track AI visibility for enterprise software brands? If you mean agencies that measure and improve how enterprise software brands appear in ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews/AI Mode, etc., the category is generally called AI visibility, GEO (Generative Engine Optimization), or AEO (Answer Engine Optimization). A few worth looking at: Directive — enterprise B2B/SaaS SEO agency that has expanded into GEO/AEO. It appears in current industry roundups specifically for enterprise B2B brands. LoudFace — specifically focused on B2B SaaS and fintech; reports AI visibility per engine and tracks share of answer/citations. Verticality — focuses on B2B SaaS and other brands, combining AI visibility audits, prompt mapping, off-site citations and share-of-voice tracking. DataRevolt — positions itself around mid-to-large enterprises, with LLM visibility audits, citation/brand-authority monitoring and attribution to revenue. 20North — offers AI visibility tracking and GEO services, including share of voice, citation share, prompt-level performance and competitor benchmarking. Revlift — tracks mentions, citations and share of voice across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews. Signal & Noise GEO — provides audits and ongoing monitoring across ChatGPT, Perplexity, Gemini and Claude, with a strong emphasis on B2B visibility. Mekaa — specializes in B2B/SaaS GEO audits and benchmarking against competitors inside AI-generated answers. If you specifically need measurement, not an agency There is a second category worth considering: AI-visibility platforms that agencies or enterprise marketing teams use to do the tracking themselves. Conductor — enterprise AEO/SEO platform with AI visibility tracking across ChatGPT, Gemini, Copilot and Claude, plus traditional search and revenue connections. Adobe Brand Visibility — Adobe's enterprise product for understanding and improving how AI systems perceive a brand. Rankscale — tracks visibility across 17+ AI engines and provides mentions, rankings, citations and sentiment. ReachLLM — combines AI-search measurement with diagnosis and optimization, and explicitly supports in-house teams, agencies and multi-brand enterprises. Traqer — agency-oriented tracking that aggregates related prompts into topics and provides client reporting. For an enterprise software/SaaS brand, I'd distinguish between “who can measure us?” and “who can actually improve our AI visibility?” The former is increasingly a software-platform problem; the latter is where specialized GEO agencies are differentiating themselves. If you tell me whether you're looking for (a) an agency to hire, (b) a measurement platform, or (c) competitive intelligence for a SaaS category, I can narrow this to the most relevant 5–10 and compare their methodology, engines tracked, enterprise capabilities, and pricing. --- ANSWER 67 of 84 (2026-09-20) --- Q: Which GEO agencies work with B2B SaaS companies? Yes. There are now quite a few agencies explicitly targeting B2B SaaS GEO (Generative Engine Optimization)—optimizing how products appear in ChatGPT, Perplexity, Gemini, Google AI Overviews/AI Mode, etc. A useful shortlist: Omniscient Digitalbeomniscient.com — B2B SaaS-focused organic growth agency with GEO tied to content, authority, and pipeline. It specifically positions its GEO offering around B2B SaaS. LoudFaceloudface.co — explicitly focused on B2B SaaS and fintech, combining GEO with content, entity signals, and third-party presence. Breaking B2Bbreakingb2b.com — B2B SaaS/tech specialist combining SEO and GEO around high-intent buying questions. Published pricing starts around $4k/month. Team 4team4.agency — unusually focused: says it works exclusively with B2B SaaS, particularly niche/technical SaaS categories. DerivateXderivatex.agency — B2B SaaS-specific GEO agency emphasizing AI visibility and pipeline attribution; publishes a Gumlet case study. Geologygetgeology.com — SaaS-focused AI-search program that works across owned content plus third-party surfaces such as G2, Capterra and Reddit, with measurement tied to pipeline. Arobis AIarobis.ai — explicitly built for B2B SaaS, covering GEO/AEO, AI visibility, citations and recommendations across multiple LLMs. Verticalityverticality.co — B2B SaaS is one of its stated target markets, with an emphasis on off-site citations, Reddit, roundups, entity/schema work and AI visibility tracking. Publishes pricing from $2.5k–$7.5k/month. Directivedirectiveconsulting.com — larger B2B/enterprise search agency that has expanded into GEO; particularly relevant for enterprise SaaS teams with established demand-gen programs. Siege Mediasiegemedia.com — more content/authority-led than a pure GEO shop, but frequently included among agencies serving SaaS and AI-search programs. How I'd segment the market If you are… Agencies worth investigating Early/growth-stage B2B SaaS Breaking B2B, Verticality, DerivateX, Arobis Technical/niche SaaS Team 4, Omniscient, Geology Enterprise SaaS Directive, Omniscient, Siege Media Primarily interested in off-site citations / authority Geology, Verticality, Siege Media Want GEO tightly connected to pipeline Omniscient, DerivateX, Geology, Breaking B2B Want a specialist rather than a traditional SEO agency Team 4, DerivateX, Arobis, LoudFace One caveat: GEO is a young category, and many agencies' "case studies" and performance numbers are self-reported. Independent comparisons also vary considerably in methodology. If you're evaluating agencies to hire for a B2B SaaS company, I can also build you a shortlist of ~5 agencies with pricing, SaaS clients/case studies, GEO methodology, team size, and what each actually does off-site vs. on-site. --- ANSWER 68 of 84 (2026-09-20) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization (optimizing a brand so it appears in answers from ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.), a number of agencies now specialize in or offer GEO programs for B2B SaaS companies. The market is still young, so many providers combine GEO with SEO, content strategy, digital PR, and AI visibility measurement. Here are agencies commonly associated with B2B SaaS GEO work: Agency Best fit Notes Omniscient Digital B2B SaaS content + AI visibility Known for content-led growth programs and adapting content systems for AI search visibility. Omnius SaaS and fintech companies wanting technical GEO + measurement Focuses on SaaS-oriented GEO, prompt tracking, content architecture, and AI-search attribution approaches. Minuttia B2B SaaS content authority Works around SaaS content strategy, topical authority, and AI-search visibility. Animalz Enterprise SaaS content teams Strong fit where GEO is an extension of thought leadership, research-driven content, and authority building. Skale SaaS SEO + AI search growth Focuses on SaaS organic growth programs incorporating AI search. Siege Media Larger SaaS companies needing content scale More content marketing/digital PR oriented, with GEO capabilities integrated into broader programs. First Page Sage Enterprise SaaS category leadership Known for research-driven B2B content and AI visibility work. Directive Mid-market and enterprise B2B marketing Offers broader B2B search programs that include AI search considerations. iPullRank Enterprise technical SEO/GEO More technical and suited to complex sites and organizations. Go Fish Digital Technical GEO and digital authority Focuses on semantic analysis, technical work, and AI-search visibility. Other SaaS-focused GEO providers mentioned in industry roundups include GrowPad, PipeRocket Digital, Quoleady, and Rock The Rankings. How I’d shortlist them by SaaS situation Early-stage SaaS (pre-seed to Series B): GrowPad Omnius Skale Minuttia Growth-stage SaaS with an existing content engine: Omniscient Digital Animalz Siege Media First Page Sage Enterprise SaaS with complex products, integrations, and large sites: iPullRank Go Fish Digital Directive What to ask before hiring a GEO agency A lot of “GEO” offerings overlap with traditional SEO/content. A serious evaluation should include questions like: How do you measure GEO success? AI citations? Brand mentions? Inclusion in AI-generated vendor lists? AI referral traffic? Pipeline influence? Do you optimize only owned content, or also external sources? Reviews Industry roundups Comparison pages Community discussions Knowledge graph/entity signals Can you show SaaS examples? Especially examples in the same category (CRM, DevTools, cybersecurity, martech, fintech, etc.) Do you distinguish GEO from SEO? A good program usually addresses content retrieval, entity clarity, authority signals, and how AI systems synthesize answers—not just adding “AI-friendly” FAQs. If you tell me your SaaS category, ARR/stage, and budget range, I can narrow this to a shorter vendor shortlist. --- ANSWER 69 of 84 (2026-09-20) --- Q: Which GEO agencies work with B2B SaaS companies? I searched for GEO (Generative Engine Optimization) agencies that specifically work with B2B SaaS companies. A number of agencies now position themselves around AI search visibility (ChatGPT, Perplexity, Gemini, Google AI Overviews), but the strongest B2B SaaS-focused options tend to combine GEO with content strategy, technical SEO, digital PR, entity optimization, and measurement. GEO Agencies+1 Here are agencies worth shortlisting: Agency Best fit Notes Omniscient Digital B2B SaaS companies wanting GEO tied to pipeline Focuses on AI visibility, content strategy, and organic growth programs. Its published GEO work emphasizes AI citations and measurable visibility improvements. Omniscient Digital Skale SaaS companies scaling AI search visibility Specializes in SaaS growth, SEO, and GEO programs with AI search measurement. Omniscient Digital+1 Minuttia Technical SaaS/content-led companies Known for B2B SaaS content strategy, authority building, and AI search optimization. SERPdojo Breaking B2B Bottom-funnel B2B SaaS discovery Focuses on buyer-intent content and AI search visibility. Omniscient Digital The Digital Elevator Smaller SaaS teams needing packaged GEO services Offers AI visibility audits and GEO programs aimed at lean marketing teams. Digital Elevator Directive Consulting Enterprise B2B SaaS marketing Provides B2B SaaS-focused SEO/GEO/AEO services including entity and structured-data work. GEO Agencies Siege Media SaaS companies needing research, content, and authority Stronger on large-scale content and digital PR, with GEO integrated into broader content programs. SERPdojo iPullRank Enterprise SaaS with complex websites More technical: semantic search, retrieval systems, and AI-search engineering. SERPdojo Momentence SaaS teams focused specifically on AI representation Positions itself around GEO for B2B software companies, including entity signals and AI answer visibility. Momentence How I’d shortlist by company stage Early-stage / Series A–B SaaS Skale The Digital Elevator Minuttia Momentence Growth-stage SaaS with existing content teams Omniscient Digital Breaking B2B Siege Media Enterprise SaaS Directive Consulting iPullRank Omniscient Digital+1 What to ask before hiring a GEO agency A good GEO vendor should be able to show: Which AI engines they measure (ChatGPT, Perplexity, Gemini, AI Overviews, etc.) How they track brand mentions/citations over time How they improve entity understanding (schema, knowledge graph signals, third-party references) Whether they create content designed for retrieval/citation rather than only rankings Examples from SaaS companies with similar ACV, market, and sales cycle Many agencies now advertise “GEO” as an extension of SEO, so it is worth asking for their actual methodology and measurement framework rather than just the service label. Nivaloq If you tell me your SaaS category (e.g., cybersecurity, CRM, fintech, dev tools), ARR/stage, and budget range, I can narrow this to the 5–7 agencies most likely to fit. --- ANSWER 70 of 84 (2026-09-20) --- Q: Which GEO agencies work with B2B SaaS companies? Yes. If by GEO you mean Generative Engine Optimization—getting B2B SaaS products mentioned/cited/recommended in ChatGPT, Perplexity, Gemini, Google AI Overviews, etc.—there are now a number of agencies explicitly targeting SaaS. A current shortlist worth investigating: Agency B2B SaaS focus What they emphasize Published starting point LoudFace High GEO + SEO for B2B SaaS/fintech; AI visibility by engine $5k/mo Omniscient Digital High SaaS content, authority, AI-search visibility $5k+ Omnius High Technical GEO, content clusters, prompt tracking $5k+ Breaking B2B High Bottom-funnel B2B SaaS GEO + SEO $4k+/mo Verticality High Entity work + off-site citations/Reddit/roundups $2.5k–$7.5k/mo Minuttia High B2B SaaS content + AI-search strategy Contact Skale High SaaS organic growth + AI search Contact Quoleady High SaaS content, digital PR, LLM optimization $4k+ Go Fish Digital Medium–High Semantic analysis, technical GEO, proprietary tooling $8k+ iPullRank Medium Enterprise technical GEO/relevance engineering $15k+ Siege Media Medium–High Research-led content, authority and digital PR $5k+ Directive High Enterprise B2B search/GEO Contact These aren't just generic SEO agencies relabeling their services: several explicitly describe SaaS-specific GEO programs and measurement approaches. The ones I'd put on an initial shortlist LoudFace is unusually explicit about being B2B SaaS-focused. Its GEO offering covers ChatGPT, Perplexity and Google AI Overviews, and it publishes a $5k/month starting price. Omniscient Digital is another established B2B SaaS content/SEO shop that has added GEO, with a focus on creating content and third-party authority that AI systems can use as sources. Breaking B2B is particularly oriented toward the commercial side of GEO—getting SaaS brands into answers to buying questions rather than simply increasing generic AI mentions. It publishes plans starting at $4k/month. Verticality is interesting if you're specifically looking for the off-site side of GEO. It describes work involving third-party articles, roundups and Reddit alongside entity/schema and on-site work, with published pricing of $2.5k–$7.5k/month. Omnius, Minuttia, Quoleady, Siege Media and Go Fish Digital are also credible names to investigate if you want a more established SEO/content operation with GEO capabilities rather than a pure-play GEO boutique. One important caveat: GEO is a rapidly evolving category, and agency claims aren't directly comparable. Some measure citations, some measure share of voice, some measure whether you're included in a generated shortlist, and others bundle GEO into broader SEO/content programs. Independent comparisons note this measurement inconsistency. If you're evaluating agencies for a B2B SaaS company, I'd ask each one for these five things before taking a sales call seriously: 2–3 named SaaS client examples Before/after AI visibility or citation data The exact prompts and engines they track How much work is on-site vs. off-site Whether they can connect AI visibility to pipeline/revenue, rather than just impressions or citations If you tell me your SaaS category, approximate ARR, and monthly GEO budget, I can narrow this to 5 agencies that fit your situation and compare their pricing, case studies, and methodology. --- ANSWER 71 of 84 (2026-09-20) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization—getting B2B SaaS brands mentioned/cited in ChatGPT, Perplexity, Gemini, and Google AI Overviews—there are quite a few agencies now specializing in it. Here’s a practical shortlist based on current 2026 positioning, SaaS specialization, and publicly documented offerings: Agency B2B SaaS focus Notable angle Omniscient Digital High B2B SaaS content + GEO tied to pipeline LoudFace Very high Dedicated B2B SaaS/fintech GEO; measures AI visibility per engine Breaking B2B Very high Bottom-funnel B2B SaaS/tech, AI citations Omnius High SaaS/fintech, technical GEO + content Skale High SaaS organic growth + AI search Directive High Enterprise B2B, technical SEO/GEO Siege Media Medium-high Research-driven content and digital authority iPullRank Medium-high Enterprise technical GEO/relevance engineering Go Fish Digital Medium-high Semantic analysis and proprietary AI-search tooling Digital Elevator High AI visibility for SMB/lean marketing teams Verticality High B2B SaaS; particularly strong on off-site citations Team 4 Very high Exclusively B2B SaaS GEO These aren't all interchangeable. For example, LoudFace explicitly positions itself as a B2B SaaS/fintech GEO agency, with engagements starting around $5k/month. Breaking B2B likewise specifically targets B2B SaaS and tech and says its programs cover ChatGPT, Perplexity, Gemini, and Google AI Overviews. Team 4 says it works exclusively with B2B SaaS companies. The ones I'd put on a B2B SaaS shortlist Rather than ranking them—which would be misleading without knowing your situation—I’d segment them like this: Pure-play B2B SaaS GEO: LoudFace, Breaking B2B, Team 4 GEO + sophisticated SaaS content/SEO: Omniscient Digital, Skale, Omnius Enterprise/technical: Directive, iPullRank, Go Fish Digital Content/authority-heavy: Siege Media Smaller/leaner SaaS teams: Digital Elevator, Verticality There are also newer specialists such as Momentence, which specifically targets B2B software/SaaS and focuses heavily on entity representation, third-party coverage, and AI shortlist inclusion. One important caveat: GEO is a very new agency category, and many "GEO agencies" are essentially traditional SEO/content agencies with an AI-search layer added. Current comparisons themselves note substantial variation in methodology and evidence. If you're evaluating agencies to hire for a B2B SaaS company, I can also make you a 10-agency comparison with pricing, SaaS clients/case studies, GEO methodology, reported results, team size, and which ones I'd interview based on your ARR/stage. --- ANSWER 72 of 84 (2026-09-20) --- Q: Which GEO agencies work with B2B SaaS companies? If by GEO you mean Generative Engine Optimization (optimizing a company’s visibility in AI-generated answers from tools like ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews), several agencies now specialize in working with B2B SaaS companies. Here are agencies commonly associated with B2B SaaS GEO work: Agency Best fit Typical GEO focus Omniscient Digital Growth-stage and enterprise B2B SaaS AI visibility tied to content strategy, citations, organic pipeline, and measurement Skale SaaS companies scaling organic acquisition AI search visibility, SaaS SEO, content systems, and AI query targeting Minuttia Technical B2B SaaS and developer-focused products Content authority, AI-search optimization, digital PR, and visibility growth Siege Media SaaS brands needing authority content Research-driven content, digital PR, and third-party sources that AI systems can cite Animalz Enterprise SaaS content programs Editorial content systems, thought leadership, and AI-search adaptation Directive Consulting SaaS companies focused on pipeline Revenue-focused SEO/GEO programs and demand generation First Page Sage Enterprise B2B software companies Large-scale authority building, SEO, and GEO/AEO programs Growth Plays Technical B2B products Content-to-pipeline attribution and AI-search visibility programs Flying Cat Marketing SaaS startups Leaner SaaS content and AI-search programs NoGood Startups needing broader growth support Multi-channel growth with GEO experimentation and AI visibility monitoring What a B2B SaaS GEO agency usually does A good GEO engagement typically includes: AI visibility audits — measuring whether ChatGPT, Perplexity, Gemini, and other systems mention or recommend the company. Entity optimization — making sure AI systems clearly understand the company, product category, integrations, customers, and positioning. Citation-focused content — creating pages likely to be referenced by AI systems (comparisons, benchmarks, technical guides, category explainers). Digital PR and authority building — earning mentions on trusted third-party sites that AI systems often rely on. Prompt tracking — monitoring important buyer questions such as “best CRM for startups” or “alternatives to [competitor].” How I’d shortlist them by SaaS situation Seed–Series B SaaS: Flying Cat, Skale, Growth Plays, Minuttia Series B–Enterprise SaaS: Omniscient Digital, Directive, First Page Sage, Siege Media Developer tools / technical SaaS: Minuttia, Growth Plays, Skale Content-heavy SaaS categories: Animalz, Siege Media, Omniscient Digital One caveat: GEO is still a relatively new category, and many agencies use the term differently. Before hiring one, ask for: examples of SaaS clients, actual AI visibility measurements (not just traffic growth), which AI engines they track, how they separate GEO impact from traditional SEO/content results. If you share your SaaS category (e.g., CRM, cybersecurity, DevTools, HR tech, fintech) and company stage, I can narrow this to a more relevant shortlist. --- ANSWER 73 of 84 (2026-09-20) --- Q: Which AEO consultants understand long B2B buying cycles? If you mean AEO (Answer Engine Optimization) consultants/agencies that understand enterprise B2B buying cycles—where buyers research for months, multiple stakeholders are involved, and content needs to influence evaluation before a sales conversation—look for firms that explicitly work on B2B, enterprise, SaaS, professional services, or complex sales journeys. Some consultants/agencies to evaluate: Consultant / agency Why they may fit long B2B cycles Elevation Marketing Positions its AEO/GEO work specifically around B2B buying committees, long research phases, technical subject matter, and integrating AEO with broader B2B marketing programs. Answer Engine Consulting Focuses on answer ecosystems, conversational content architecture, structured data, and full-funnel authority—areas relevant when buyers need education and validation before purchase. AEO Consultants Has a B2B-specific AEO offering focused on mapping buyer questions, commercial topics, expertise signals, and authority. Minuttia Often considered for B2B SaaS teams because its approach combines technical SEO, content strategy, and AI-search visibility work. iPullRank More enterprise/technical-oriented; relevant if your challenge involves large sites, entity optimization, structured data, and complex information architecture. Omniscient Digital A fit for companies where thought leadership, content depth, and category authority are important parts of the buying journey. When evaluating an AEO partner for a long B2B sales cycle, ask: Do they map AI visibility to buying stages? Can they cover awareness questions (“what is this problem?”), evaluation questions (“vendors compared”), and decision questions (“implementation risks, security, ROI”)? Do they understand buying committees? Enterprise buyers rarely have one searcher. Technical evaluators, executives, procurement, and users ask different questions. Do they measure business impact? Look beyond rankings or traffic. Ask about AI citations, category visibility, influenced pipeline, qualified leads, and sales-cycle impact. Can they work with technical subject matter? Industrial, cybersecurity, healthcare, fintech, engineering, and enterprise software categories require more than generic FAQ optimization. If you share your industry (e.g., SaaS, manufacturing, consulting, cybersecurity), ACV range, and typical sales cycle length, I can narrow this to consultants that are a closer match. --- ANSWER 74 of 84 (2026-09-20) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization, I’d look for firms that understand B2B buying committees, research-heavy consideration, comparison/vendor-selection queries, and pipeline attribution, rather than consultants focused mainly on getting FAQ snippets. A few that stand out from their stated positioning and current offerings: Elevation B2Belevationb2b.com — Explicitly B2B-only and specifically discusses buying committees, long sales cycles, technical subject matter, and vendor consideration. Their approach maps AI prompts to different stages of the purchase journey. Austin Heatonaustinheaton.com — Particularly relevant if you're selling enterprise software/services. He positions his work around enterprise procurement, multi-brand organizations, bigger-ticket deals, and citation visibility before RFPs. The Starr Conspiracythestarrconspiracy.com — Has a long-standing B2B orientation and says it has 25+ years of B2B experience. Its AEO work focuses on getting brands cited for the questions buyers ask, rather than treating AEO as an isolated SEO tactic. Discovered Labsdiscoveredlabs.com — B2B SaaS-focused, with an emphasis on commercial opportunities, competitive benchmarking, and connecting AEO with the broader buying journey. Conifrconifr.com — Specifically serves B2B SaaS and combines AEO with conversion optimization and AI-enabled sales work, which is useful when the goal is ultimately pipeline rather than citations alone. Breaking B2Bbreakingb2b.com — Focuses on B2B SaaS/tech and explicitly targets the evaluation questions that decide a deal, with senior-led programs rather than junior account execution. What I'd screen for For a company with a 3–12+ month sales cycle, I'd ask each consultant: Can you map AEO to the buying journey? Look for awareness → problem definition → solution categories → vendor shortlist → comparison → procurement/security/implementation. Do you optimize for buying-committee questions, not just search volume? CFO, CTO, security, procurement, end users, and executives may all ask AI different questions. Can you demonstrate work on high-consideration queries? For example: “X vs Y,” “alternatives to X,” “best platforms for [specific enterprise requirement],” “implementation considerations,” “security/compliance,” and “which vendor should a company like ours choose?” Do they measure downstream commercial impact? AI citations and mentions are useful leading indicators, but I'd want a path toward qualified opportunities, influenced pipeline, and ultimately revenue. Can they build third-party authority? For long-cycle B2B, your own website isn't necessarily enough. AI systems may draw on analyst coverage, industry publications, customer evidence, reviews, communities, documentation, and other authoritative sources. If you tell me what you sell, typical deal size, sales-cycle length, and target buyer (e.g. enterprise SaaS selling to CIOs), I can narrow this to 3–5 consultants/agencies whose approach is specifically suited to that buying motion, with evidence from their client work and pricing where publicly available. --- ANSWER 75 of 84 (2026-09-20) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization—getting cited/recommended in ChatGPT, Perplexity, Gemini, and Google AI Overviews—I’d look specifically for consultants who understand complex B2B research journeys, not just “AI SEO.” A few worth putting on your shortlist: First Page Sage — Particularly relevant for enterprise B2B. Its model centers on thought leadership and category authority, which fits markets where buyers research for months before engaging sales. iPullRank — More enterprise/technical-oriented, with an emphasis on relevance engineering and AI search. This is worth considering if your buying process involves multiple products, entities, technical evaluation, or substantial enterprise content. Omniscient Digital — Focused on B2B software and revenue-oriented organic growth rather than treating AEO as an isolated content tactic. Austin Heaton — An independent AEO consultant whose enterprise offering explicitly addresses multi-brand environments, procurement, comparison queries, and larger-ticket B2B deals. RevenueZen — Interesting if you want AEO tied closely to B2B pipeline and sales rather than simply maximizing AI mentions. MQL Magnet — Specifically markets AEO to B2B technology companies and cites work with enterprise tech brands including AWS, Cisco, Nutanix, Rubrik, and Zscaler. B2B Engine — Explicitly frames AEO around named-account/B2B buying journeys and the questions buyers ask before contacting a vendor. What I'd screen for For a 6–18+ month B2B buying cycle, I wouldn't choose based primarily on “AI visibility” or number of citations. Ask each consultant to show how they handle: Problem → category → vendor → shortlist → evaluation → procurement queries. Multiple stakeholders asking different questions: practitioner, technical evaluator, executive, procurement, etc. Comparison and alternative queries, not just informational questions. Evidence, case studies, reviews, analyst coverage, customer proof and third-party sources that AI systems can corroborate. Measuring influence on pipeline, not merely “share of AI answers.” Attribution over months rather than promising immediate lead volume. Existing CRM/opportunity data being used to identify the questions associated with actual revenue. That's important because B2B AEO is fundamentally different from optimizing for someone asking “best dentist near me.” One current B2B-focused description explicitly maps AEO across the research journey from problems and approaches through providers, alternatives, implementation and evidence. If you tell me your industry, approximate ACV, sales-cycle length, and whether you're selling software, services, or something else, I can narrow this to 3–5 consultants/agencies that specifically fit that buying motion. --- ANSWER 76 of 84 (2026-09-20) --- Q: Which AEO consultants understand long B2B buying cycles? AEO consultants that specifically position themselves around B2B buying committees, enterprise research, and long sales cycles include: Qoulomb — Focuses on complex B2B buying motions, including SaaS, healthcare, LegalTech, and FinTech, with measurement tied to pipeline metrics rather than only visibility. AEO Consultants — Offers B2B AEO work centered on buyer research journeys, vendor discovery, comparisons, and authority signals. Jolly Consulting — Emphasizes B2B buying committees, long sales cycles, and AI queries used during solution evaluation. Elevation B2B — Positions AEO/GEO around B2B realities: multiple stakeholders, technical subject matter, and extended research phases. When evaluating an AEO partner for a long-cycle B2B company, look for evidence they can handle: multi-person buying committees, early-stage educational queries, vendor comparison and procurement questions, technical validation content, pipeline or revenue attribution (not just AI mentions). I’d avoid choosing purely on “AI visibility” claims; ask for examples of work in your exact sales motion (enterprise SaaS, industrial, healthcare, professional services, etc.). --- ANSWER 77 of 84 (2026-09-20) --- Q: Which AEO consultants understand long B2B buying cycles? If you mean AEO (Answer Engine Optimization) consultants who understand complex B2B buying journeys—not just FAQ snippets and consumer search—look for firms that explicitly work with enterprise, technical, or high-consideration buyers. Long B2B cycles require understanding buying committees, research phases, vendor comparisons, implementation questions, and internal business cases. Some firms that position themselves around that type of work: Consultant / firm Why they may fit long B2B cycles Elevation Marketing Positions its AEO/GEO work specifically around B2B buying committees, long sales cycles, technical subject matter, and mapping AI visibility to buyer research stages. AEO Consultants Offers B2B AEO services focused on research journeys, category clarity, authority signals, comparisons, and validation content. Answer Engine Consulting Focuses on answer ecosystems, conversational content architecture, structured data, and full-funnel authority—areas relevant for complex sales motions. iPullRank Mentioned in industry roundups for enterprise-level AEO work involving technical and entity-related challenges. Minuttia Known primarily for B2B SaaS content and SEO; a possible fit where AEO is part of a broader content authority strategy. When evaluating an AEO consultant for a long B2B cycle, I would ask: Do you map AI visibility to buyer stages? They should address questions like: “What problem does this solve?” “How does it compare with alternatives?” “What are implementation risks?” “How do I justify this internally?” Do you understand buying committees? A CFO, technical evaluator, end user, and procurement team often ask different questions. Do you measure business impact, not just AI mentions? Useful metrics include: AI citation/share-of-voice tracking visibility for commercial prompts influenced pipeline assisted conversions sales-cycle impact Can they work with subject-matter experts? For enterprise B2B, generic AI-written content is usually less valuable than content built from real expertise, customer evidence, technical detail, and market context. If you share your industry (e.g., SaaS, manufacturing, consulting, cybersecurity, healthcare), ACV, and typical sales cycle length, I can narrow this to consultants that are a closer match. --- ANSWER 78 of 84 (2026-09-20) --- Q: Which AEO consultants understand long B2B buying cycles? If by AEO you mean Answer Engine Optimization / visibility in ChatGPT, Perplexity, Google AI Overviews, Gemini, etc., I’d look for firms that understand enterprise B2B research journeys, not just “get mentioned by AI” tactics. A few that show relevant evidence: The Starr Conspiracy — explicitly positions its AEO work around B2B problem spaces, buyer questions, pipeline contribution, and long-standing B2B GTM experience. It says it has 25+ years as a B2B agency. Directive — specifically markets AEO to B2B teams and ties its approach to technical SEO, content, AI visibility, and business outcomes. Its published Case Status example describes a nine-month AEO/SEO program rather than a quick-win campaign. The Pedowitz Group — particularly relevant if your sales process involves complex revenue operations. Its AEO offering is explicitly enterprise/B2B-oriented and frames AI visibility around the vendor-research stage of the buying journey. MQL Magnet — focuses on B2B technology companies and explicitly connects AEO measurement to qualified traffic and pipeline, rather than only rankings or impressions. Its client-logo list includes AWS, Cisco, Rubrik, Nutanix, Google Cloud and others. TripleDart — has a substantial B2B SaaS client base and an explicit AEO/GEO offering. Its published case material includes AI-citation improvements and it reports 300+ B2B SaaS customers. Austin Heaton — a more individual-consultant option. He specifically markets enterprise AEO around multi-brand organizations, procurement, compliance, and larger-ticket B2B deals, and cites B2B examples including Lumanu and Riseworks. Discovered Labs — explicitly specializes in B2B SaaS AEO and says its system prioritizes opportunities by commercial upside rather than treating AEO as a generic checklist. What I'd specifically test for a long buying cycle For a six- to eighteen-month B2B journey, I wouldn't select an AEO consultant based primarily on citation volume. I'd ask each candidate: Can you map AEO to the buying committee? For example: practitioner → technical evaluator → champion → economic buyer → procurement. How do you handle comparison and “shortlist” queries? These are often more commercially important than informational queries: “X vs Y,” “alternatives to X,” “best vendors for [specific enterprise use case],” etc. Can you demonstrate pipeline influence over 6–12+ months? Ask for an actual before/after example, not just “AI mentions increased.” How do you build third-party authority? In complex B2B, the answer engine's sources may matter as much as your own website: analyst coverage, industry publications, review sites, partner pages, documentation, expert commentary, etc. Have they worked with genuinely complex products? A consultant who's excellent for a $100/month SaaS product may have a very different playbook from one selling a $250k+ enterprise platform with security review, integration work and procurement. Do they understand sales enablement? Ideally the AEO program produces assets that help prospects during evaluation—not just pages designed to get cited. A useful current market comparison found particularly strong B2B/enterprise evidence around Foundation, TripleDart, Omniscient Digital, Minuttia, and The Starr Conspiracy, although the underlying evidence varies substantially by firm and shouldn't be treated as an objective ranking. If you tell me what you sell, approximate ACV, typical sales-cycle length, and whether you're targeting enterprise/SMB/mid-market, I can narrow this to 3–5 consultants that appear genuinely suited to that buying motion. --- ANSWER 79 of 84 (2026-09-20) --- Q: Who improves AI search visibility for professional services firms? If you mean firms that specifically help law firms, accounting firms, consultants, financial advisors, and other professional-services businesses appear in ChatGPT, Google AI Overviews, Perplexity, Gemini, etc., the service is usually called GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or AI search optimization. A few firms currently advertising this specialization include: AEO.ltd — explicitly focuses its AI-search offering on professional services, including legal, accounting, consulting, financial advisory, and other expertise-led firms. First Page Sage — has an established AEO offering and specifically describes work with accounting firms, financial advisors, consulting businesses, and other professional services. Kanon Agency — positions itself around GEO/AEO for professional-services firms and B2B companies, including getting cited in ChatGPT, Perplexity, Claude, and Google AI Overviews. AI Syndicate — offers full-service GEO/AEO including content, schema, entity work, and local SEO, with law firms among its stated target markets. InterCore — specializes specifically in AI visibility for law firms, combining GEO, AEO, schema and entity consistency. Ian Dolan Consulting — offers AI-visibility consulting for professional services, including consultancies, accountancies, B2B services, and law firms. Webvello — markets GEO specifically to professional-services categories such as law, accounting, consulting, financial advisory, HR and marketing. What you're actually hiring them to do A credible AI-search program should go beyond "put keywords on the website." It typically involves: Measuring where the firm currently appears across AI engines. Identifying the questions/prompt categories prospective clients ask. Improving the firm's entity clarity—who the firm is, what it specializes in, locations, professionals, credentials, etc. Creating highly citable expert content. Improving structured data/schema and technical crawlability. Building authoritative third-party references and citations. Monitoring whether AI systems actually mention or cite the firm over time. That's materially different from traditional SEO, although the two overlap substantially. If you tell me what type of professional-services firm you mean (law, accounting, consulting, wealth management, architecture, etc.) and roughly firm size/location, I can narrow this to the agencies that specifically serve that niche and compare their offerings and pricing. --- ANSWER 80 of 84 (2026-09-20) --- Q: Who improves AI search visibility for professional services firms? If you mean who can help a professional services firm get mentioned, cited, or recommended in AI search tools (ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude), the field is usually called AI search optimization, Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or LLM optimization. Providers typically combine technical SEO, content strategy, digital PR, and authority building. Some firms that specifically position themselves around professional services include: Ascent AI Searchascentaisearch.com — Focuses on AI visibility audits, GEO implementation, and search visibility programs for owner-led professional services firms. Scribewise GEO servicesscribewise.com — Works with professional services firms using thought leadership, media relations, content, and AI visibility monitoring. Retrevia Advisory AI Search Visibilityretreviaadvisory.com — Targets professional services such as consultancies, communications firms, and executive coaches with AI visibility audits and authority-building programs. Foundation AI Visibility for Professional Servicesfoundationinc.co — Offers AI visibility and citation-focused programs for professional services companies. Kanon Agencykanon.agency — Focuses on GEO, answer-engine optimization, and AI-agent readiness for professional services and B2B companies. When evaluating a provider, look for these capabilities: AI visibility measurement Do they test prompts your prospects actually use? Do they track whether your firm appears in AI answers and which sources are cited? Entity and authority building Do they improve how AI systems understand your firm, experts, services, locations, and specialties? Do they build credible third-party mentions (industry publications, directories, associations, interviews)? Content designed for AI retrieval Do they create genuinely useful expert content, FAQs, case studies, and research? Do they optimize structure so AI systems can extract accurate answers? Technical foundations Schema/structured data Crawlability Consistent business information Clear author expertise signals A traditional SEO agency may help, but AI visibility often requires additional work beyond rankings—especially third-party credibility signals and content that AI systems can cite. If you tell me the type of professional services firm (law, accounting, consulting, architecture, financial advisory, etc.) and whether you want done-for-you implementation or just an audit, I can narrow the list. --- ANSWER 81 of 84 (2026-09-20) --- Q: Who improves AI search visibility for professional services firms? If you mean who can help a professional services firm (law, consulting, accounting, finance, architecture, healthcare, agencies, etc.) appear in AI-generated answers from ChatGPT, Google AI Overviews, Perplexity, and similar tools, you’re looking for firms that specialize in AI Search Optimization, often called Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), or AI visibility. Some providers that specifically work in this area include: Kanon Agency — focuses on GEO/AEO for professional services firms and B2B companies, including improving how brands are cited by AI systems. Ascent AI Search — targets owner-led professional service firms with AI visibility audits, implementation sprints, and tracking across AI search platforms. Retrevia Advisory — focuses on professional services such as consultancies, PR firms, investor relations firms, and executive coaches. Exponent Marketing & AI — offers GEO services involving technical SEO, structured data, content, and AI visibility monitoring. Komplex — provides AEO/GEO services alongside technical SEO and AI visibility tracking. Neon Ambition — has GEO offerings, with a stated focus on areas such as law firm marketing. When evaluating an AI-search visibility partner, look for evidence they can improve: Entity recognition: making it clear to AI systems who your firm is, what you do, and who your experts are. Structured data/schema: helping search engines and AI crawlers interpret services, people, locations, and expertise. Expert content: creating pages, articles, FAQs, research, and insights that AI systems can cite. Third-party authority: improving mentions in reputable publications, directories, associations, and industry sources. Measurement: tracking whether your firm is actually being mentioned or cited in AI answers—not just traditional rankings. If you tell me the type of professional services firm (law, accounting, consulting, architecture, etc.), geography, and whether you want strategy only or done-for-you implementation, I can narrow this to the most relevant providers. --- ANSWER 82 of 84 (2026-09-20) --- Q: Who improves AI search visibility for professional services firms? If you mean agencies/consultants who help law firms, accounting firms, consultancies, financial advisers, and other professional-services firms show up in ChatGPT, Google AI Overviews, Perplexity, Gemini, etc., the service is usually called AI Search Optimization, GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), or LLMO. A few firms currently positioning themselves specifically around this market: Kanon Agency — explicitly focuses on professional-services firms and B2B SaaS, combining GEO with optimization for AI agents. Kanon Agencykanon.agency Ascent AI Search — specifically targets owner-led professional-services firms, offering AI visibility audits, implementation, and ongoing tracking across ChatGPT, Perplexity and Google AI Overviews. Ascent AI Searchascentaisearch.com InterCore — particularly focused on law firms, with a long-standing legal-marketing practice and newer GEO/AEO services. InterCore AI visibility for law firmsintercore.net AEO.ltd — targets professional services including legal, accounting, consulting, financial advisory and other expertise-driven businesses. AEO.ltd professional-services practiceaeo.ltd Webvello — offers a dedicated GEO program for professional services, including law, accounting, consulting, financial advisory, HR and marketing firms. Webvello professional-services GEOwebvello.com THAT Agency — offers AI optimization for professional-services firms alongside B2B and local businesses, with visibility/citation monitoring. THAT Agency AI optimizationthatagency.com GrossiWeb — an Atlanta-based agency offering GEO/AI-search optimization, including an AI Visibility Audit. GrossiWeb GEO servicesgrossiweb.com What you're actually hiring them to do The better providers aren't simply "adding ChatGPT keywords." They generally work on: Entity clarity: making it unambiguous who the firm is, what it specializes in, where it operates, and which professionals/credentials belong to it. Answer-oriented content: creating pages that directly answer the questions prospective clients ask AI. Structured data/schema: helping search engines and AI systems interpret services, people, organizations, locations and expertise. Authority and citations: increasing the number and quality of independent sources that establish the firm's expertise. AI visibility monitoring: testing actual buyer prompts in ChatGPT, Perplexity, Google AI Overviews and similar systems to see whether the firm is mentioned/cited. Traditional SEO: because AI search and conventional search still overlap substantially. One important caveat: nobody can legitimately guarantee that ChatGPT or another model will recommend a particular firm. AI outputs depend on the query, model, location, sources available to the system, and changes to the underlying retrieval/model behavior. If you're looking to hire someone, I can also research the market specifically for U.S. professional-services firms and give you a side-by-side comparison of agencies, specialties, pricing, evidence of results, and which ones work with firms of your size. --- ANSWER 83 of 84 (2026-09-20) --- Q: Who improves AI search visibility for professional services firms? If you mean agencies/consultancies that help law firms, accounting firms, consultancies, financial advisers, PR firms, and other professional-services businesses get mentioned and cited by ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews, the emerging category is usually called GEO (Generative Engine Optimization), AEO, or AI search visibility. A few firms I found that explicitly target this market: Ascent AI Search — specifically positioned around owner-led professional-services firms, offering AI visibility audits, SEO/GEO implementation, and tracking across ChatGPT, Perplexity and Google AI Overviews. Retrevia Advisory — focused on professional-services firms including investor-relations firms, PR agencies, boutique consultancies and executive coaches. Its approach combines thought leadership, technical SEO/schema, entity signals and third-party authority. Prime Axiom AI — offers GEO for consultants, compliance firms, IT companies, agencies and other B2B/professional-services organizations, including content, schema, proof and third-party signals. Kanon Agency — launched in 2026 and explicitly focuses on professional-services firms and B2B SaaS, combining GEO with optimization for AI agents. Daviesis — a UK-based agency specializing in professional services, combining traditional SEO, GEO, AEO, Google AI Overviews and LLM citation strategy. InterCore — particularly relevant if you're a law firm; it says it has specialized in attorney/law-firm marketing since 2002 and now offers GEO/AEO and AI-search optimization. Search Agency — more enterprise-oriented, offering GEO/AEO programs across markets and languages rather than focusing exclusively on professional services. What you're actually hiring them to do The good providers aren't simply trying to "rank a page in ChatGPT." The work generally spans: AI visibility measurement — testing the questions prospective clients actually ask and tracking whether the firm gets mentioned/cited. Entity optimization — making it unambiguous to AI systems who the firm is, what it specializes in, where it operates, and which experts belong to it. Expertise content — creating substantive, quotable material around the firm's areas of expertise. Technical SEO/schema — structured data, site architecture, internal linking and crawlability. Third-party authority — getting the firm/executives represented in credible publications, directories, associations and other sources AI systems can retrieve. Competitive monitoring — identifying which firms are being surfaced instead and what evidence appears to support those recommendations. That last piece is particularly important for professional services: AI systems can synthesize information from outside the firm's own website, so conventional SEO alone doesn't necessarily translate into AI visibility. If you're looking to hire someone, I can also research the market and give you a shortlist of 5–10 providers specifically for your type of professional-services firm, including pricing, location, specialization, evidence of results, and what each actually does. --- ANSWER 84 of 84 (2026-09-20) --- Q: Who improves AI search visibility for professional services firms? If by “AI search visibility” you mean getting a professional-services firm mentioned, cited, or recommended in ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews, there’s now a specialized agency category for this: GEO (Generative Engine Optimization), AEO, and AI-search optimization. A few firms specifically positioning themselves around professional services: Ascent AI Searchascentaisearch.com — specifically targets owner-led professional-services firms. Offers AI visibility audits, GEO/SEO implementation, citation tracking, and 90-day implementation sprints. Foundationfoundationinc.co — focuses on professional-services companies and combines content, authority, and third-party citation strategies designed for AI visibility. Retrevia Advisoryretreviaadvisory.com — explicitly focuses on firms such as investor-relations firms, PR agencies, boutique consultancies, and executive coaches. Its approach emphasizes expertise, thought leadership, structured data, and third-party authority. Kanon Agencykanon.agency — founded in 2026 and explicitly serves professional-services firms and B2B SaaS, with GEO plus optimization for AI agents. AEO.ltdaeo.ltd — offers AI-search optimization specifically for legal, consulting, accounting, advisory, and other specialized services. For law firms specifically, there are additional specialists such as Legal Search Marketinglegalsearchmarketing.com and Clarity Infraclarityinfra.com. What you're actually hiring them to do The better providers aren't simply “adding keywords for ChatGPT.” They typically work on: Entity clarity: making sure AI systems correctly understand the firm, people, services, locations, and specialties. Answer-oriented content: creating authoritative pages that directly answer the questions prospective clients ask AI. Structured data / technical SEO: making the firm's expertise and relationships machine-readable. Third-party authority: getting the firm represented in publications, directories, reviews, associations, and other sources AI systems can use as evidence. AI visibility measurement: repeatedly testing prompts to see whether the firm appears, which competitors appear, and which sources AI cites. That last point matters because traditional Google rankings don't automatically translate into AI recommendations. If you tell me what type of professional-services firm you mean (law, accounting, consulting, architecture, financial advisory, PR, etc.) and where it operates, I can identify the most relevant specialists and compare their services, pricing, evidence of results, and geographic fit.