For small businesses, shops and SaaS teams
When buyers ask an AI assistant who to choose, does it name you?
We ask 30 real buyer questions about your category to AI models, record who gets recommended, check your site for the gaps that keep you out, and send a PDF with fixes in priority order.
One-off payment. PDF delivered within 2 working days of your order.
Sample report page for Extract Coffee Roasters, made from public information. Not a customer.
What is in the report
Facts you can act on, not a score with no explanation
Your visibility rate
How many of the AI answers name your business, per model, and the questions where you are missing.
Who gets named instead
The competitors the models recommend for your buyer questions, counted across every answer.
Technical checks
Whether your robots.txt blocks AI crawlers such as GPTBot, PerplexityBot and ClaudeBot, plus llms.txt, structured data, meta tags and sitemap.
Fixes in priority order
Seven specific fixes, each with why it matters for your data, how to do it, and the effort involved.
Every question and answer
The full list of 30 buyer questions and the first brands each model named, so you can check our working.
A plain-English summary
Three or four sentences you can forward to your team or your agency.
Sample reports
Three real reports on public businesses
These were made on 15 October 2026 with the same process you pay for, using only public information. They are samples to show the format. None of these businesses is a customer, and none asked for or approved these reports.
Extract Coffee Roasters
Bristol specialty coffee roaster. 2% of 60 AI answers named them. Most-named alternative: Trade Coffee.
Open the sample PDF (193 KB)
Hiut Denim
Premium jeans made in Wales. 73% of 60 AI answers named them. Most-named alternative: Blackhorse Lane Ateliers.
Open the sample PDF (195 KB)
Plausible Analytics
Privacy-friendly web analytics. 90% of 60 AI answers named them. Most-named alternative: Fathom Analytics.
Open the sample PDF (196 KB)
How it works
Three steps, about two working days
Pay and tell us your site
Checkout asks for your website. Reply to the receipt email with your main category, your market, and up to 3 competitors if you want them tracked.
We run the questions and checks
We write 30 buyer questions for your category, ask each one to the AI models, and check your site. A person reads the results before anything is sent.
You get the PDF
Sent to your email within 2 working days. Reply with questions about any finding and we will answer them.
Price
$199, one report, no subscription
Paid securely through Stripe. If we cannot produce a useful report for your site, for example because it blocks every automated visit, we will tell you and refund you in full.
AI Search Visibility Report
- 30 buyer questions, each asked to 2 AI models
- Competitor counts and the questions you miss
- AI crawler, llms.txt, schema and meta checks
- 7 prioritised fixes with how-to steps
- PDF within 2 working days
- Email follow-up on the findings
FAQ
Questions buyers ask
Which AI models do you test?
We call AI models through their official APIs. Today that is Google's Gemini Flash and Gemma 4 models. The exact model names used are printed in each report. We do not scrape the ChatGPT or Perplexity apps, so the report shows what the models associate with your category, which is a strong signal but not an exact copy of any one app.
Will the answers be the same if I ask ChatGPT myself?
Not exactly. AI answers change between runs, apps and days, and some apps search the web live. That is why we ask 30 questions to 2 models and report counts, rather than relying on one answer.
Do you guarantee I will appear in AI answers after the fixes?
No. Nobody controls what these models say. The fixes remove technical blocks and close the content gaps the data shows, which gives the models better material about you.
What do you need from me?
Your website, your main category and your market. Competitors are optional. We never need logins or access to your site.
How long does it take?
Within 2 working days of payment and your category reply. UK working days, Monday to Friday.
Can you do the fixes for me?
Yes, as separate quoted work after you have the report. There is no obligation and the report is complete on its own.
Who is behind this?
GPT Shop Ltd, a UK limited company (no. 15766335). You deal directly with the founder, Chris Elder, at chris@gptshopltd.com.
Who you deal with
Chris Elder, founder
I run each report myself and check the findings before they go out. If a number in your report looks wrong to you, email me and I will show you the raw answers.
- Ex-Amazon. Built and led 3P Grocery operations globally.
- Former British Army officer, Royal Logistic Corps.
- GPT Shop Ltd, a UK limited company, no. 15766335. You email me directly at chris@gptshopltd.com.
Find out where you stand
30 buyer questions, two AI models, one PDF with fixes. $199.