Visibility Pilot

Website, Google and AI visibility

What Google and AI see in your website, that you can’t.

A website can look fine from the front and still hide what keeps it off Google and out of AI answers. The Complete Report reads every page the way they do, and tells you what to fix first. Start free: see whether ChatGPT, Claude, Gemini and Perplexity name you when your customers ask.

Free, no card Four AI assistants Real questions, real answers

Named in 21 of 28 answers A real free check · Cambridge Photographers · September 2026
21/28
Customer questionChatGPTClaudeGeminiPerplexity
Who are the best photographers in Cambridge, UK?Named #1Named #10AbsentAbsent
Who are the best graduation photographers in Cambridge, UK?Named #1Named and quoted #3Named #2Named #4
How much does portrait photography cost in Cambridge, UK?AbsentNamed and quoted #3Named and quoted #1Absent
Can you recommend corporate photographers in Cambridge, UK?Named #1Linked, not namedNamed #1Absent
4 of 7 questions shown. 21 of 28 answers named the business, and 5 repeated a fact from its website.

What changed

Ten links became three names.

Search gave people a page of results to scroll. An AI assistant gives them a short answer, and there is no page two to be on.

Before A search

Ten results a page, and more after that. If you were sixth, someone still scrolled to you.

Now A question to AI

Who's the best plumber near Ely for a boiler repair?

Here are three well-reviewed options near Ely:
  1. A business with clear service areas on its site
  2. One with a complete Google Business Profile
  3. One that other sites mention by name
  4. Your business, if the AI could not read enough about you, is not here.

Two or three names, and most people ring the first. If you are not named, you are not in the conversation.

How it works

Three steps, and you do the first one.

Step 1

Send your website

Your address, what you do and where. That is all I need. No log-ins, nothing to install, no access to your site.

Step 2

I ask the questions your customers ask

Worded the way real people ask them, about your trade, in your area, put to each of the four assistants.

ChatGPTClaudeGeminiPerplexity
Step 3

You get every answer

Which questions named you, which named someone else, a score out of 100, and one plain paragraph on what it means.

Your free AI report

This is what lands in your inbox, free.

Nothing below is a mock-up. It is the free report for my own business, Cambridge Photographers, run through Visibility Pilot in September 2026.

visibilitypilot.co.uk · AI Visibility
The free check for Cambridge Photographers: seven customer questions down the side, ChatGPT, Claude, Gemini and Perplexity across the top, each answer marked Named with its position, Named and quoted, Linked, not named, or Absent.

21 of the 28 answers named the business, often first. Five repeated a fact from its website, such as a price. Perplexity is the weak spot, which is exactly the kind of thing you cannot see without asking.

Reading the grid

Named and quoted #1

The assistant named you and repeated a fact from your own website: a price, your years in business, a figure. The best result, because it is using your words.

Named #1

The assistant named you. The number is your place in its answer, and most people ring the first.

Linked, not named

It linked to your website as a source but did not say your name. Close, and often an easy fix.

Absent

You did not come up. Somebody else did, and the report shows who.

The Complete Report

Around 60 pages about your business. Not a template.

The free report shows whether AI names you. The Complete Report is the document that explains why, and what to do about it, in order. These are real pages from the one for my own business, Complete Report: Visibility Audit and Improvement Plan, which runs to 62 pages. The cover shows your three scores at a glance: SEO, AI visibility and your Google Business Profile, each out of 100.

Select a page to see it larger.

6

specialist workstreams

AI search and local visibility, website experience, accessibility, content, performance and measurement, each read from a live crawl of your site.

Every

finding becomes a task

With the steps, who does it, and how to check it is done, on a to-do list set out month by month.

30

questions your customers ask AI

The questions your pages should answer, so the assistants have something to quote.

3

scores on the cover

SEO, AI visibility and your Google Business Profile, each out of 100, so the Progress Report can show what moved.

See everything in the report
  1. A glossary of the words used
  2. Executive summary
  3. What is already working, to protect
  4. Service architecture
  5. Critical fixes to do first
  6. AI search and local visibility
  7. Website experience, structure and enquiries
  8. Colour, contrast and accessibility
  9. Content and blog
  10. Performance and technology
  11. Analytics and measurement
  12. The prioritised roadmap
  13. A short list of measures to track
  14. Dependencies and risks
  15. 30 questions customers ask AI assistants
  16. The Action Plan: the three months at a glance, with the steps, who does each item and how to check it is done
  17. Local ideas to consider
  18. Things worth checking by hand
  19. The scan evidence register
  20. Search Console performance, when it is connected
  21. Advice for the platform your website is built on
  22. SEO, AI visibility and Google Business Profile in detail
  23. Measurement and handover
  24. Method and limitations
  25. The list of pages scanned

Start with the free reportIf it shows gaps, the Complete Report is the next step.

Prices

Start with the question. Pay only for the answer to “why”.

The free report tells you whether AI names you. If it does not, the Complete Report tells you why, and what to fix first.

Free AI report

£0
  • The questions your customers ask, put to ChatGPT, Claude, Gemini and Perplexity
  • Every answer, marked Named, Named and quoted, Linked, not named, or Absent, with your place in it
  • Who was named when you were not
  • Which facts from your website the assistants repeated
  • A score out of 100 and a plain summary
Get my free report

The full picture

Complete Report

£99one-off
  • Everything in the free report
  • Your three scores on the cover: SEO, AI visibility and Google Business Profile
  • An SEO audit of your website, page by page
  • How readable your site is to AI assistants, and what stops them
  • A check of your Google Business Profile and local search
  • Every finding with its fix, in order, the ones that matter first
  • Around 60 pages, written about your business: see real pages
  • Six months of content ideas and the questions to answer on your site
  • A Progress Report once the fixes are in, within 90 days: what changed, score by score
Add the Action Plan+£49

Every fix from the report as its own document, task by task, with the steps, who should do it and how to check it is done. Ready to hand straight to whoever looks after your website.

Add the three growth reports+£29

A growth strategy for your business, the ideas of a well-known business book applied to it, and what else you could sell: the money you may be leaving on the table.

Help with the fixes (WordPress)£50 an hour

I make the most pressing fixes on your site for you, and you do the rest at your own pace.

Start with the free report. If it shows gaps, I will tell you what the Complete Report would cover for your site before you decide anything.

Would you rather I was involved? The AI Visibility Audit, at £350, goes through the report with you. The 90-Day Programme, from £2,500, makes the changes for you. Both are on jeanlucbenazet.com.

Who runs the report

A local business owner who builds websites.

I am Jean-Luc, founder of Cambridge Photographers and Cambridge Tours. I have photographed weddings, headshots, events and graduations in Cambridge for over 27 years, so I know what a small business website is up against.

I have been building websites since 1998, and I work with WordPress every day. I once ran a UK photo agency that found clients across the country and passed each one to a photographer local to them, so I know what it takes for a small business to be found.

I built Visibility Pilot to answer one question for my own business: when people ask AI for a photographer in Cambridge, do they hear my name? It turned out I could answer it properly, and see much more besides. Now I run it for other people.

If you would rather not make the fixes yourself, I can do the most pressing ones on a WordPress site for you, at £50 an hour.

Jean-Luc, seasoned photographer and AI enthusiast · Cambridge

Questions

Before you ask.

Is the free report really free?
Yes. No card, no trial that turns into a subscription. If it shows gaps, I will tell you what the Complete Report covers, and you can say no.
Which AI assistants do you check?
ChatGPT, Claude, Gemini and Perplexity. Between them they answer most of the questions people type or speak into an assistant.
Do you need access to my website?
No. I only look at what anyone can see, the same way the AI assistants do. No log-ins, no passwords, nothing installed.
Why do the answers change from one day to the next?
AI assistants do not give the same answer every time. That is why the report asks each question of every assistant and shows you all of it, rather than one lucky or unlucky reply.
I am not named. Is that bad?
It is common, and usually fixable. The reasons tend to be dull rather than dramatic: the site never says which area you cover, prices sit in a PDF, opening hours are in an image, the Google Business Profile has not been touched in years. The Complete Report finds which ones apply to you.
What does “Named and quoted” mean?
The assistant did not just say your name, it repeated a fact it found on your website: a price, how many years you have been going, a number of clients. That is what you want. It means your own pages give the assistants something clear to repeat, and the report shows which facts they used.
Can you check again after the fixes?
Yes, and it is included. Once the changes are live, within 90 days of the Complete Report, you get a Progress Report: what changed since the first one, what is fixed, what is new, and whether each score went up or down.
What do you do with my details?
I use them to send your report and to follow up about it, nothing else. They are not sold or shared. You can ask me to delete them at any time.

Free AI visibility report

Find out whether AI says your name.

Tell me your website and what you do. I will ask the four assistants the questions your customers ask, and send you every answer.

  • Free, with nothing to install
  • Sent to you by email, by me
  • No obligation to buy anything
Where the report goes.
What best describes you?
It helps me word the questions the way your customers would.
Get my free AI report