AI visibility audit

AI visibility audit: find out what AI says about you

See whether configured AI model APIs mention your business when asked the questions your buyers use. The report records each response, who was named and which sources were cited.

$490 once, delivered within 5 working days or refunded, and credited in full against the first month of Complete AI Visibility. No retainer, no call required.

AIGROW Index · 80,059 answers
61%of the businesses in a ranking are named by only one of the assistants
ChatGPT
2.6 names per answer
Claude
2.7 names per answer
Gemini
5.0 names per answer
Grok
1.2 names per answer

Every question put 3 times to each assistant. Published monthly, free to cite. Claude was asked each question once on 1,755 rankings.

An AI visibility audit records how configured model APIs describe your business and which competitors they name instead. It runs twenty to forty buying prompts, stores each response and ties recommendations to the recorded evidence. The audit costs $490 once and returns within five working days or is refunded.

Free, before you book anything

Run it on your own site now

Five of your buyers' questions, put to several assistants, in under a minute. It is one run of the same measurement the audit repeats every month.

Who it is for

Who the audit is for

Anyone who needs a dated, written answer to whether the assistants name them, before spending more.

After the free scan

The scan asked five questions. The audit asks twenty to forty, across four assistants, and records every answer.

Before you pay anyone

A baseline before you hire an agency or a freelancer, so you can tell later whether their work changed anything.

Marketing leads who report upward

Dated evidence, with the model and the date beside each answer, that you can put in front of a board or a client.

Not for you if

You want the work done rather than measured. Complete AI Visibility does the work every month, and the audit is credited against it.

The Index

Every assistant names different businesses

Four figures from the AIGROW Index, which puts the same buying questions to each assistant every month and publishes every answer. Being named by one of them says little about the others.

61%of the businesses in a ranking are named by only one of the assistantsAIGROW Index · 80,059 answers
21%of the names are shared by any two assistants asked the same questionAIGROW Index · 80,059 answers
56%of the names come back when the same assistant is asked the same thing againAIGROW Index · 80,059 answers
76%of local searches on Grok named no business at allAIGROW Index · 80,059 answers
Four questions

What the audit actually answers

Four questions, each answered with the recorded responses and site evidence behind it.

Are you named at all?

Twenty to forty buying prompts, sent to four configured model APIs in the words your buyers use. Every response is stored with the date and model identifier.

Who is named instead of you?

The competitors returned by those model APIs, how often they appear and in which position.

What is the model reading?

The pages, directories, reviews and third-party mentions cited in the recorded responses. This is separate from your Google ranking.

What closes the gap?

A prioritized list of sources and pages to investigate, tied to the recorded responses that produced each recommendation.

What lands

One document, four parts

Delivered as a document you keep, not as a login you lose access to when the engagement ends.

The prompt sheetEvery prompt we ran, the model that answered it, the full answer, and whether you appeared in it. Raw, dated, and yours to re-run whenever you want.20 to 40 prompts4 models
The visibility scoreOne score per configured model and one overall score, based on whether you were named, how you were described, response coverage and checks on your public site.0 to 100per model
The citation mapThe domains cited in the recorded responses, ranked by how often each one appeared. Responses without usable citations are shown as such.Rankedby frequency
The fix listWhat to publish, correct or investigate first. Each recommendation points back to the response and site evidence behind it.Orderedby impact
An example

What the measurement looks like

A real excerpt from the AIGROW Index, October 2026 edition: the 4 questions below were put to ChatGPT, Claude, Gemini and Grok, 3 times each. The audit runs the same measurement on twenty to forty of your own buying questions, with your business in the rows.

Dentists in London

  1. 1Who is the best dentist in London?
  2. 2I need a dentist in London for a check-up and a cleaning. Which practices would you recommend?
  3. 3Which dental clinic in London is good for dental implants?
  4. 4I have a toothache and need an emergency dentist in London. Who should I call?
Dentists in London: the most named businesses, October 2026
BusinessIn answersChatGPTClaudeGeminiGrok
Bupa Dental Care46%67%17%92%8%
Harley Street Dental Studio21%·8%75%·
Smilepod21%··83%·
Harley Street Dental Clinic19%50%17%·8%
Elleven Dental Wellness15%··58%·

In answers: the share of all the answers to this search that named the business. Under each assistant: the same share in that assistant’s answers alone. A dot means it never named the business. 55% of the names came back when the same assistant was asked the same question again.

The line

What it is, and what it is not

An audit that claims to fix the thing it measures is selling two products and delivering neither.

What the audit does
  • Runs your real buying prompts across four assistants and records every answer
  • Scores mentions, descriptions and response coverage for each configured model
  • Maps the domains those assistants cite when answering your category
  • Ranks the fixes by how often each source already appears in answers you lost
  • Hands you the prompt sheet so you can re-run it yourself, any time
What it does not do
  • Guarantee placement because no one controls what a model returns
  • Write pages, earn citations or change third-party sources
  • Touch your site, your CMS or your analytics
  • Report on Google rankings, which measure a different thing
  • Require a call, a retainer or a minimum term
Buy it

One field, then a card

Enter the site to measure and complete checkout. The report is written for that domain and returns within 5 working days, or you get your money back.

Paid once, delivered within 5 working days or refunded, and credited in full against the first month of Complete AI Visibility. The report records the result even when your business is already named consistently.

Four steps

How the five working days are spent

Asynchronous from end to end. The only thing we need from you is ten minutes of writing at the start.

You describe the buyerA short form: what you sell, who buys it, which competitors you lose to, and the phrases a customer would say out loud. In writing, so nothing is lost in a call.10 minutesyour side
We run the promptsTwenty to forty prompts sent to configured model APIs, captured with the date and model identifier so the run can be repeated and compared.Working days 1 to 4our side
You get the documentScores, transcripts, citation map and the ordered fix list. No call required to receive it, and no call required to act on it.Working day 5delivered or refunded
You decide what happens nextFix it yourself with the list, hand the work to us with Complete AI Visibility, or do nothing. If you choose Complete AI Visibility, the $490 comes off the first month in full.Your callno retainer
After

Keep the report, or hand us the work

The audit is a one-time baseline. Complete AI Visibility does the work on the list every month and measures it against that baseline.

Do it yourself$0

The document names every fix and the answer it is meant to change. Nothing in it needs us. Re-run the prompt sheet in a month and you can see whether it worked.

Complete AI Visibility$990/mo

Every month for one site: your Google Business Profile curated, citations in the right directories, structured data, pages and answers written for your customers’ questions, a comparison with three competitors, and a measurement and report against the baseline.

Your plan within 5 working days, the first month of work within 30 days, the report by the 5th of every month, and a reply from us within 1 working day.

Cancel from the receipt at any point. Ask first if you would rather talk it through.

The monthly measurement records model API responses. It does not reproduce consumer app searches, promise a first place or a ranking in any assistant, prove that a site change caused a score change or forecast revenue.

Before you book

Price, scope, how long the answers stay true, and the thing we will not promise.

Four things: every prompt and response captured with the model identifier and date, a visibility score per configured model, a map of sources cited in the responses, and a prioritized list of recommendations. It is a document you keep.

An SEO audit measures search results. This audit records whether configured model APIs name your business in answers to a fixed set of buying questions. The two measurements can disagree because they use different systems and inputs.

A flat $490. If the audit is not delivered within 5 working days, you get the $490 back in full. If you then choose Complete AI Visibility, the full $490 comes off the first month.

Five working days from payment: four to run the prompts and one to write the document. If it is not delivered within 5 working days, you get the $490 back in full.

Four: ChatGPT, Perplexity, Gemini and Claude, asked through their model APIs. An API answer does not reproduce a customer’s own app session, which can depend on memory, location and settings, so the report says which model answered each prompt and when.

Model responses can change between runs as models, source indexes and competitor pages change. The report includes the prompt sheet so you can repeat the same questions and compare the new responses with the baseline.

No, and anyone who does is selling something they cannot control. What is controllable is the input: which sources exist about you, what they say, and how machine-readable your own pages are. The audit tells you which of those are missing, in the order they matter.

The prompts and answers are yours. We keep them for the length of the engagement so the next run has a baseline to compare against, and delete them on request. Nothing is used to train anything, and nothing is shared with another client.

Ask the question before your buyers do.

Four assistants, your own buying prompts, five working days. If it turns out you are already named, the audit says so and costs you nothing further.

$490 · within 5 working days or refunded · no retainer