Search & discovery

AI-assistant visibility

Assistants lean on docs, comparison pages and third-party reviews when they recommend tools. Make yours clear and easy to quote.

Cost
Free

Free to use. No paid tier is needed to list or post.

Verdict
slow burn

Slow burn: assistants lean on docs and reviews, and no result is guaranteed.

Difficulty
Medium

Needs preparation, a review, or a steady habit before results.

Effort
Medium

About 5 to 10 hours a month.

First result
1 to 3 months

A rough range for one person working on it part-time.

Payoff
Compounds

keeps growing while you keep at it.

Best for

SaaS and developer tools with good public docs.

Not for

Products nobody has written about.

Pros

  • Assistants increasingly recommend tools
  • Builds on docs and reviews you need anyway

Cons

  • No guaranteed result
  • Hard to measure reliably

The full guide

Last verified 2026-10-30

Links checked 2026-10-30 · No website to check: this channel works by word of mouth or offline

01What it is and who is there

More people ask AI assistants such as ChatGPT, Claude, Gemini and Perplexity which tool to use. "AI-assistant visibility" (also called GEO or AEO) means making your product easy for those assistants to find, understand and recommend. Practitioners on X argue it builds mostly on SEO fundamentals: clear pages, good rankings, and third-party mentions. No result is guaranteed, and the field changes fast.

02Cost and what you actually pay for

The basics are free: clear docs, comparison pages and accurate listings. Tracking tools exist with paid plans; check current pricing. The cost is the time to write clear content and earn mentions.

03Is it right for you?

It fits SaaS, developer tools and AI products with good public docs and a clear category. It fits poorly for products nobody has written about yet. Start with the basics before paying for tools.

04Before you start

  • Make sure your site is crawlable: public pages, content that loads without heavy JavaScript, no blocked crawlers you want to allow.
  • Write a clear "what it is, who it's for, how it compares" page.
  • List your product accurately on the directories assistants may read.

05Step-by-step: how to distribute here

  1. Pick 10 questions a buyer would ask an assistant, such as "best [category] tool for [use case]".
  2. Ask several assistants those questions and note who they name.
  3. Create pages on your site that answer those questions directly and honestly.
  4. Earn mentions on third-party sites: reviews, roundups, communities.
  5. Keep your docs and pricing pages current and plain.
  6. Repeat the question test monthly and log changes.

06What to post or submit

"What is" page outline:

[Product] is a [category] for [who].
It helps you [job] by [how].
It's a good fit if [conditions]; not a fit if [conditions].
Compared to [alternatives]: [honest differences].
Pricing: [as on pricing page].

07Common mistakes and do-nots

  • Do not publish mass-generated comparison pages; one practitioner reports assistants citing them less.
  • Do not post fake reviews or forum comments to seed mentions.
  • Do not block crawlers you want to be read by.
  • Do not trust a single test; assistant answers vary between runs.

08How to measure it

  • Run the same question set monthly across assistants and log mentions.
  • Track referral traffic from assistant domains in analytics.
  • Ask new users where they heard of you.
  • A realistic test: three months.

09Time budget

  • Before: 4 to 8 hours for pages and the question set.
  • Ongoing: 2 hours a month to test and update.

10Pair it with

11Sources

Sources