ListedProofWhen buyers ask AI for the best tool in your category, are you named?
We ask ChatGPT, Perplexity, Claude and Gemini the questions your buyers ask, several times each, through their official APIs. You get a report showing how often you're named, who gets named instead, which websites the AI cites, and a prioritised list of what to fix.
One-time payment. Delivered as a PDF within 2 business days of your brief, with a re-check after 30 days. Results are measured ranges, not promises.
What you get
A plain-English PDF report, not a dashboard to learn. Every number shows how many answers it's based on.
Buyer questions
Up to 20 questions your buyers really ask ("best X for Y", "alternatives to Z", problem questions), agreed with you before the run. Each is asked 3 times per AI.
Visibility & share of voice
How often each AI names you, with a 95% range, your average position, and the same numbers for up to 3 competitors you choose.
Source gap
The websites the AI cites when it recommends a competitor but not you: directories, review sites, comparison articles and forums.
Fix list
A prioritised list of what to change, who owns it and how much effort it takes. A re-check after 30 days with the same questions shows what moved.
The four AIs we ask, and how
OpenAI API with web search. Answers and cited sources.
Perplexity API with web search. Answers and cited sources.
Anthropic API with web search. Answers and cited sources.
Google Gemini API without Google Search. Shows what the model itself knows about your category. No cited sources.
Optional, with your permission: a quick look at your public website (robots.txt rules for AI crawlers, llms.txt, sitemap, structured data on the homepage). We only read public pages, as a normal visitor would. No logins, no scans, no load testing.
- It's not a copy of what a specific person sees in the ChatGPT or Gemini app. Apps add personalisation, memory, location and different model versions. We use the official APIs, which are close to the apps but not identical.
- It doesn't cover Google AI Overviews or Microsoft Copilot. Neither offers an official API for this, and we don't scrape consumer apps.
- AI answers change from run to run and from week to week. That's why we ask every question several times and report ranges, not single numbers.
- No promises about outcomes. We can't guarantee that any AI will mention or rank you after you make the fixes, and nobody honestly can.
Example report
This is an example made with simulated data for a fictional invoicing app ("Tallyfox") and fictional competitors. It shows the layout of a real report; none of the numbers are real measurements.
| Buyer question | ChatGPT | Perplexity | Claude | Gemini (model only) |
|---|---|---|---|---|
| Best invoicing software for freelancers in 2026? most often named first: Billbright | 0/3 | 3/3 | 1/3 | 0/3 |
| Affordable invoicing software for a small team most often named first: Billbright | 2/3 | 3/3 | 1/3 | 2/3 |
| Best invoicing software for automatic payment reminders most often named first: Ledgerloop | 3/3 | 1/3 | 0/3 | 1/3 |
The full example also shows share of voice, the source gap table, site readiness checks, the prioritised fix list, our method and its limits, and sample answers.
Simple, one-time pricing
No subscription. Each audit includes a re-check after 30 days with the same questions.
AI visibility audit
For one product in one market and language.
- Up to 20 buyer questions, each asked 3 times on 4 AIs
- Up to 3 competitors compared
- Visibility ranges, share of voice and source gap
- Prioritised fix list
- PDF within 2 business days of your brief
- Re-check after 30 days
Audit + Starter Save $29
Find the gaps, then fill the directory part.
- Everything in the AI visibility audit
- ListedProof Starter: 20–30 directory submissions with a proof report
- Directories the AI cites for your competitors are prioritised where they accept submissions
- Listing copy approved by you before anything is submitted
Agency 5-pack
For agencies and consultants with clients.
- 5 audits ($99.80 each), for different clients if you like
- White-label PDF without ListedProof branding
- Each audit includes its 30-day re-check
- Use within 12 months of purchase
Prices are in USD and exclude VAT. This is a service for businesses. VAT is added at checkout where it applies: Finnish customers pay 25.5% Finnish VAT, as do EU customers who don't provide a VAT ID. EU businesses with a valid VAT ID are reverse-charged (0%). Customers outside the EU pay no Finnish VAT. Payments are processed securely by Stripe. After paying you'll fill in a short brief: your product, up to 3 competitors, and your market and language.
FAQ
Can you guarantee ChatGPT will recommend my product?
No. Nobody can honestly guarantee that. AI answers depend on the model, its version, the sources it finds that day and the person asking. We measure where you stand today, show you what the AI relies on, and suggest fixes. The 30-day re-check shows what changed, but changes aren't guaranteed.
Why are your numbers ranges?
The same question can get a different answer each time. We ask every question 3 times on every AI and report how often you were named, plus a statistical 95% range around that rate. With a small number of questions the range is wide, and we show that rather than hide it.
How do you get the answers? Do you use the ChatGPT app?
We use the official APIs from OpenAI, Perplexity, Anthropic and Google, under their terms. We don't automate or scrape consumer chat apps. API answers are close to what the apps show, but not identical: the apps add personalisation, memory, location and sometimes different model versions.
Why is Gemini marked "model knowledge only"?
Google's terms for Gemini's search-grounded answers don't allow us to collect and analyse the cited links. So we ask Gemini without Google Search. That shows what the model itself has learned about your category, and it's a useful signal, but there are no cited sources for Gemini in the report.
Do you cover Google AI Overviews or Microsoft Copilot?
Not at the moment. Neither has an official API for this kind of measurement, and we don't scrape them.
What do you need from me?
After you pay, a short brief: product name, website, a one-line description, up to 3 competitors, and your market and language. We send you the buyer questions to approve before the run, so the report measures what matters to you.
Do you touch my website or accounts?
No accounts or logins are needed. If you tick the box in the brief, we read a few public pages on your site (robots.txt, llms.txt, sitemap, homepage) as a normal visitor would. Without your permission we skip that part. We never scan, probe or load-test your systems.
Which data goes to the AI providers?
Only the buyer questions, which contain your product category and, for some questions, your product name or a competitor's name. We don't send personal data. The providers are listed in our privacy policy. We delete audit data 90 days after delivering the report.
Is the report written by AI?
The measurement and first draft are produced by software and AI models. A person checks every report before it goes out, and the fix list is reviewed against your actual answers.
What's your refund policy?
You get a full refund if you cancel before we run your audit. If we can't deliver the report within 5 business days of your complete brief, you can ask for a full refund. Once the report is delivered the work is done, so there are no refunds based on the results or on what the AI says later. Problems with an order? Email us and we'll make it right.
Who is behind this?
The AI visibility audit is part of ListedProof, a service of JABB Consulting Oy Ab in Vaasa, Finland. Card charges and receipts show the name JABB Consulting Oy Ab. See also our terms of service.