What is Relevance known for?

ChatGPT names Relevance most often on the question “Which agencies help brands earn citations from AI assistants?”, where it appeared in 32 of 254 sampled responses (12.6%). Across the 11 AEO, GEO and AI visibility agencies questions measured by The Shortlist Report, Relevance cleared the reporting threshold on 1.

Is Relevance a good AEO, GEO and AI visibility agency?

This measurement cannot answer that. It counts how often ChatGPT names Relevance when asked buyer questions, which follows how much has been written about the firm online rather than how well it works. Relevance was named in 32 of the 254 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 Relevance in tier 3?

Relevance reaches tier 3 at its best. Tiers group firms the sample cannot statistically separate from that tier's leader, using McNemar's test at 95%. A lower tier means the sample could separate the firm from the leading group on that question.

Which firms compete with Relevance?

Relevance appears on too few questions in this sample for a reliable overlap with other firms to be reported.

Firm profile

Relevance

Relevance was named in 1 of the 11 AEO, GEO and AI visibility agencies questions measured by The Shortlist Report, appearing in 32 of the 254 AI responses sampled across those questions (12.6%).

relevance.com · Last measured October 29, 2026 · how we measure

1 / 11Questions named in

32Responses naming it

13%Of 254 sampled

3Best tier reached

Relevance is strongest on “Which agencies help brands earn citations from AI assistants?”, where it was named in 32 of 254 responses (12.6%), placing it in tier 3 of that report.

What Relevance is surfaced for in AEO, GEO and AI visibility agencies

Based on the measured answers, Relevance is most likely to be surfaced when buyers ask about “Which agencies help brands earn citations from AI assistants?”.

How the answers describe the firmFocuses on AI visibility and enterprise SEO with emphasis on technical/entity signals and measurement.

In this sample, Relevance was named on 1 of the 10 AEO, GEO and AI visibility agencies ranking questions measured. These are the buyer questions where it appeared most often:

Ai citation content — named in 32 of 254 responses (12.6%), tier 3.

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

Relevance was named on 1 of these 10 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 Relevance 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	Relevance
Which AEO and GEO agencies work with small businesses?255 answers	FIVESIXTEN25%	—
Which GEO agencies work with B2B and SaaS companies?254 answers	Omniscient Digital34%	—
Which agencies help brands earn citations from AI assistants?254 answers	Siege Media34%	13% · tier 3
What are the best AEO and GEO agencies?242 answers	iPullRank82%	—
Who handles the technical side of AEO and GEO?242 answers	Enleaf24%	—
Which AI visibility agencies work with ecommerce brands?236 answers	Siege Media38%	—
Which GEO agencies handle enterprise programs?236 answers	iPullRank51%	—
Who measures brand visibility across AI assistants?224 answers	Profound63%	—
Which AEO and GEO agencies have documented client results?138 answers	Quattr28%	—
Which AEO and GEO agencies connect AI visibility to leads and revenue?127 answers	Optimist35%	—
How much does an AEO or GEO agency cost?pricing · 242 answers	what firms charge	—

Who leads AEO, GEO and AI visibility agencies overall: iPullRank tops 2 of 10 · Siege Media tops 2 of 10 · Enleaf tops 1 of 10 · FIVESIXTEN tops 1 of 10 · Omniscient Digital tops 1 of 10 · Optimist tops 1 of 10. See all reports.

Where Relevance was named

One row per report in which Relevance 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
Which agencies help brands earn citations from AI assistants?	3	32 of 254	12.6%

What Relevance gets named for

Across the 11 AEO, GEO and AI visibility agencies questions measured, Relevance is named most often on “Which agencies help brands earn citations from AI assistants?” — it appears in 32 of the 254 ChatGPT responses to that question, or 12.6% of them.

That is the only question in this set where Relevance cleared the reporting threshold, so its visibility is concentrated in one kind of buyer question rather than spread across the category.

What Relevance’s tier placings mean

On “Which agencies help brands earn citations from AI assistants?”, Relevance sits in tier 3 of 3, named in 32 of 254 responses (12.6%). That places it below the leading group on this question, where the top firm was named in 34.3% of responses against Relevance’s 12.6%. It shares tier 3 with AMP Public Relations, Volume PR, Omniscient and Search Agency, which the sample cannot separate from it.

What this page is, and is not

It is a count of how often AI assistants named Relevance 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.
Relevance 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 11 reports