AI visibility

AI visibility: see what ChatGPT and other AI assistants tell buyers about you.

Buyers, investors and journalists now ask ChatGPT, Perplexity and Gemini about companies like yours.

We record what those answers say about you and which pages they cite, place your news on the kinds of pages they read, and ask the same questions again 4–8 weeks later, so you can see what changed.

Same questions before and afterEvery answer saved and datedMeasured, never promised

Baseline · Acme PaySample
Question buyers askClaudeChatGPTPerplexitySoonGeminiSoon Best stablecoin payout API for EU merchants––– Is Acme Pay licensed in the UK?––– Acme Pay alternatives––– Who invested in Acme Pay?–––
Named and citedNamedNamed, with an errorAbsent
Sample measurement in Claude. ChatGPT can also perform the free AI Shortlist Check.
What you see

How AI answers describe your company

One report on the questions that matter to your sales, read the way your buyers read them.

Presence

Where you are named

Which questions about your category bring up your company, and which bring up someone else.

Answers

What AI says about you

The claims each assistant makes about your product, licenses, funding and team, in its own words.

Sources

Which pages it cites

The articles, release pages and directories behind each answer, and how old they are.

Accuracy

What it gets wrong

Material claims checked against your approved facts, with cited evidence and unresolved gaps marked.

Accuracy

Check the answer against your current facts

An answer can contain an outdated funding amount or an incorrect license claim. We compare material claims with your approved fact sheet and review the cited pages. When the origin of an error cannot be established, the report says so. Confirmed facts then guide the next release and placements.

  • Each claim checked against your fact sheet
  • Cited evidence and dates, with unknown origins marked
  • Correct facts in every placement we run
Fact check · ClaudeSample
WHAT AI SAYSAcme Pay is licensed only in Lithuania.
YOUR FACT SHEETAcme Pay holds e-money licenses in Lithuania and the UK.
CITED PAGE TO REVIEWA 2024 funding article that predates the UK license
WHAT CHANGESThe UK license goes into the next release and every placement
Sources behind 30 answers · Acme PaySample
Trade media articles38%
Press release pages21%
Review and comparison sites17%
Company websites14%
Forums and Q&A10%
Share of citations by source type
Sources

See which pages shape the answers

Each assistant leans on its own mix of sources, and the mix changes from one category to the next. The baseline shows which kinds of pages decide the answers in yours, so placements go where they count.

  • Cited pages listed for every answer
  • Source types compared across assistants
  • Placements chosen for the questions you track
Competition

Know who AI names instead of you

On the questions buyers ask before a shortlist, answers usually name a handful of companies. The report shows which ones, how often, and on which questions you are missing.

  • Share of answers for you and the companies you name
  • The questions where others appear and you don't
  • The same comparison in the second measurement
Share of answers · category questionsSample
Company A58%
Company B42%
Company C25%
Acme Pay17%
Sample baseline in Claude. ChatGPT is also available for the free check; Perplexity and Gemini are coming later.
Acme Pay · AI visibilitySample
WEEK 0BaselineEvery question asked and saved
WEEKS 1–3PlacementsPublished and labeled; indexing checked
WEEKS 4–8Second measurementSame questions, same assistants
Both reports side by side, with every answer attached
Before and after

Compare the same questions twice

Assistants that search the web can pick up new pages within days; what a model remembers on its own changes only with its next version. Citations fade fast too: in a 12-month study of 883,000 pages, the median page lost half its AI citations within 11 days of its peak (Signal Weekly). The second measurement shows what moved, on the same questions and assistants.

  • Baseline before the first placement goes live
  • Second measurement 4–8 weeks after
  • Both reports with the full answers
How we measure

A method you can check

Every number in the report links back to an answer you can read yourself. The proposal and report state the runner, interface, search settings, date and sampling method. The free check uses agent web research; it does not measure the consumer AI apps.

  1. Questions from your marketBrand, category and comparison questions, picked from search demand and from what your sales team hears. You approve the list.
  2. Asked more than onceThe same question can get a different answer on the next run, so each one is asked several times and the report shows how often you appear.
  3. AssistantsClaude for the baseline and follow-up. The proposal names the assistants used in both rounds. ChatGPT is also available for the free AI Shortlist Check; Perplexity and Gemini are coming later.
  4. Every answer savedThe full text, the cited pages and the date, attached to the report.
Free tools and resources

Prepare your questions and company facts

Build buyer questions, prepare a fact sheet and learn how to record answers and cited pages. Use the outputs for your own check or your next campaign brief.

Use the AI visibility tools
FAQ

Questions about AI visibility

Ask anything else in the brief or on Telegram.

Can you guarantee that ChatGPT will mention us?

No one can. We guarantee the placements in your proposal, published or refunded. What AI answers say is measured before and after and reported as it is.

Is this generative engine optimization (GEO)?

It is the part of GEO that runs through publications: accurate facts about your company on the pages AI answers draw from. Changes to your own website stay with your team, and the report shows which of your pages the assistants cite.

Which AI assistants do you check?

Claude for the baseline and follow-up, on the same questions in both measurements. ChatGPT can also perform the free AI Shortlist Check. Perplexity and Gemini are coming later.

How long do the results last?

Answers shift as new pages appear. In one study, the median page lost half its AI citations within 11 days of its peak, which is why we pair the dated release with pages that stay current. More in Signal Weekly.

Can we order AI visibility without a press package?

Yes. AI visibility is its own service, with placements chosen for your questions. It can also be added to any package.

What do you need from us?

Your company site, a short fact sheet and the companies you compare yourself with. We propose the questions; you approve them.

AI visibility

Check what AI says about you

Tell us your company and the market you sell in. You get a proposal with the questions we would track, the assistants and the price within one business day.

We reply within one business day. See our privacy policy.