What is First Page Sage known for?

ChatGPT names First Page Sage most often on the question “What are the best AEO and GEO agencies?”, where it appeared in 29 of 78 sampled responses (37.2%). Across the 9 AEO, GEO and AI visibility agencies questions measured by The Shortlist Report, First Page Sage cleared the reporting threshold on 4.

Is First Page Sage a good AEO, GEO and AI visibility agency?

This measurement cannot answer that. It counts how often ChatGPT names First Page Sage when asked buyer questions, which follows how much has been written about the firm online rather than how well it works. First Page Sage was named in 83 of the 312 responses sampled on the questions it appears in. A firm named rarely may still be excellent, and a firm named often may not suit a given brief.

Why is First Page Sage in tier 1?

Tier 1 does not mean ranked first. It means that at the sample sizes measured, the gap between First Page Sage and the most-named firm is inside the margin of error, so the sample cannot separate them. Firms sharing a tier are listed in arbitrary order.

Which firms compete with First Page Sage?

The firms most often named on the same questions as First Page Sage are Go Fish Digital, Siege Media, Directive, iPullRank and Omniscient Digital. That overlap indicates which firms a buyer asking the same questions is likely to see alongside First Page Sage; it is not a judgement of which is the better fit.

Firm profile

First Page Sage

First Page Sage was named in 4 of the 9 AEO, GEO and AI visibility agencies questions measured by The Shortlist Report, appearing in 83 of the 312 AI responses sampled across those questions (26.6%).

firstpagesage.com · Last measured September 22, 2026 · how we measure

4 / 9Questions named in

83Responses naming it

27%Of 312 sampled

1Best tier reached

First Page Sage is strongest on “What are the best AEO and GEO agencies?”, where it was named in 29 of 78 responses (37.2%), placing it in tier 3 of that report.

What First Page Sage is surfaced for in AEO, GEO and AI visibility agencies

Based on the measured answers, First Page Sage is most likely to be surfaced when buyers ask about “What are the best AEO and GEO agencies?”, “Which GEO agencies work with B2B and SaaS companies?” and “Which AI visibility agencies work with ecommerce brands?”.

How the answers describe the firmEstablished SEO and content agency offering GEO and AEO/GEO services for enterprise B2B and ecommerce.

In this sample, First Page Sage was named on 4 of the 8 AEO, GEO and AI visibility agencies ranking questions measured. These are the buyer questions where it appeared most often:

Aeo geo — named in 29 of 78 responses (37.2%), tier 3.
Geo b2b saas — named in 26 of 84 responses (31.0%), tier 1.
Geo ecommerce — named in 14 of 72 responses (19.4%), tier 1.

This describes when the firm is surfaced, not whether it is the right firm to hire. The sample measures recommendation visibility, not client outcomes.

Every question in AEO, GEO and AI visibility agencies

First Page Sage was named on 4 of these 8 ranking questions. The rest are questions buyers ask that it did not come up for — with whoever did.

Leader is the most-named firm on that question. The last column shows where First Page Sage placed, or a dash where it was not named often enough to clear the reporting threshold. Every row links to the full report.
Question	Leader	First Page Sage
Which GEO agencies work with B2B and SaaS companies?84 answers	Omniscient Digital35%	31% · tier 1
Which agencies help brands earn citations from AI assistants?84 answers	Siege Media27%	—
Which AEO and GEO agencies work with small businesses?84 answers	Omniscient Digital27%	—
What are the best AEO and GEO agencies?78 answers	iPullRank77%	37% · tier 3
Who handles the technical side of AEO and GEO?78 answers	Enleaf15%	—
Which GEO agencies handle enterprise programs?78 answers	iPullRank46%	18% · tier 2
Which AI visibility agencies work with ecommerce brands?72 answers	Tinuiti28%	19% · tier 1
Who measures brand visibility across AI assistants?66 answers	Profound59%	—
How much does an AEO or GEO agency cost?pricing · 78 answers	what firms charge	—

Who leads AEO, GEO and AI visibility agencies overall: iPullRank tops 2 of 8 · Omniscient Digital tops 2 of 8 · Enleaf tops 1 of 8 · Profound tops 1 of 8 · Siege Media tops 1 of 8 · Tinuiti tops 1 of 8. See all reports.

Where First Page Sage was named

One row per report in which First Page Sage cleared the reporting threshold. Reports where it was not named often enough to clear that threshold are not listed. Each report states its own sample size and collection window.
Question	Tier	Responses	Share
What are the best AEO and GEO agencies?	3	29 of 78	37.2%
Which GEO agencies work with B2B and SaaS companies?	1	26 of 84	31.0%
Which AI visibility agencies work with ecommerce brands?	1	14 of 72	19.4%
Which GEO agencies handle enterprise programs?	2	14 of 78	17.9%

What First Page Sage gets named for

Across the 9 AEO, GEO and AI visibility agencies questions measured, First Page Sage is named most often on “What are the best AEO and GEO agencies?” — it appears in 29 of the 78 ChatGPT responses to that question, or 37.2% of them. Its next strongest question is “Which GEO agencies work with B2B and SaaS companies?”, where it appears in 26 of 84 responses (31.0%).

First Page Sage clears the reporting threshold on 4 of the 9 questions. The spread matters as much as the peak: a firm named across several different questions is one an assistant reaches for generally, where a firm named on one is attached to a single specialism.

What First Page Sage’s tier placings mean

On “What are the best AEO and GEO agencies?”, First Page Sage sits in tier 3 of 4, named in 29 of 78 responses (37.2%). That places it below the leading group on this question, where the top firm was named in 76.9% of responses against First Page Sage’s 37.2%. It shares tier 3 with Go Fish Digital, Skale and AEO.ltd, which the sample cannot separate from it. 4 further firms were named on this question but fell into lower tiers, meaning the sample did separate First Page Sage from them.

On “Which GEO agencies work with B2B and SaaS companies?”, First Page Sage sits in tier 1 of 2, named in 26 of 84 responses (31.0%). Tier 1 does not mean it was ranked first. It means that at 84 responses, the gap between First Page Sage and the most-named firm in that sample is inside the margin of error, so the two cannot be told apart. First Page Sage shares tier 1 with Omniscient Digital, iPullRank, Directive and Siege Media, and the order they are listed in is arbitrary. 5 further firms were named on this question but fell into lower tiers, meaning the sample did separate First Page Sage from them.

On “Which AI visibility agencies work with ecommerce brands?”, First Page Sage sits in tier 1 of 1, named in 14 of 72 responses (19.4%). Tier 1 does not mean it was ranked first. It means that at 72 responses, the gap between First Page Sage and the most-named firm in that sample is inside the margin of error, so the two cannot be told apart. First Page Sage shares tier 1 with Tinuiti, Geostar, Charle, Siege Media, Constructor, Go Fish Digital, Algolia, Bloomreach and Coveo, and the order they are listed in is arbitrary.

On “Which GEO agencies handle enterprise programs?”, First Page Sage sits in tier 2 of 3, named in 14 of 78 responses (17.9%). That places it below the leading group on this question, where the top firm was named in 46.2% of responses against First Page Sage’s 17.9%. It shares tier 2 with Directive, Siege Media, Toren, LLM Pulse, Terakeet, Go Fish Digital and Outercite, which the sample cannot separate from it. 1 further firm was named on this question but fell into lower tiers, meaning the sample did separate First Page Sage from it.

Firms named alongside First Page Sage

When ChatGPT names First Page Sage, these firms most often turn up on the same questions: Go Fish Digital (4 shared questions), Siege Media (4 shared questions), Directive (3 shared questions), iPullRank (3 shared questions), Omniscient Digital (3 shared questions) and Skale (2 shared questions).

That overlap is the closest thing this data holds to a shortlist: these are the firms a buyer asking the same questions is most likely to see beside First Page Sage. It says nothing about which of them is the better fit.

Go Fish Digital · Siege Media · Directive · iPullRank · Omniscient Digital · Skale

What this page is, and is not

It is a count of how often AI assistants named First Page Sage when asked buyer questions about AEO, GEO and AI visibility agencies. Nothing here is a review, a rating, or an assessment of the firm’s work.
First Page Sage did not submit this listing, was not contacted about it, and cannot pay to change it, move up, or be removed.
A firm named in few responses may still be excellent. Share follows what has been published about a firm online, which is what an AI assistant reads.
Wrong details, or a firm merged with another of a similar name? We fix those.

All firms · All 9 reports