ChatGPT (via OpenAI API)
- Runs
- 3
- AcmeInvoice named
- 1 of 3
- Named instead
- ExampleBooks, SampleBill
Pre-launch · for indie SaaS and small B2B
See who AI recommends instead of you — and exactly what to change.
When a buyer asks an AI engine for “the best [your category]”, it names someone. Receipts asks ChatGPT (via the official API) the questions your buyers ask, shows you who got named instead of you, which pages the AI read to decide, and gives you a short, specific list of what to fix: the roundups you're missing from, the comparison pages you don't have, the questions your site never answers.
- Who's named instead of you, per question and per engine.
- The pages behind each answer — the listicles, Reddit threads, review pages and competitor pages the AI cited.
- 3–5 concrete changes, each tied to the answers that justify it.
The free check runs on ChatGPT (via the official API) and opens on screen. Perplexity and Google AI Overviews are coming. The $49 report is the same check with 20 questions and a specific action list, also on screen, within a few minutes of payment.
Knowing your “AI visibility score” doesn't tell you what to do on Monday
You get a number, not a next step.
Most AI visibility dashboards stop at “you're mentioned 23% of the time”. Then what? The useful question is which pages made the AI pick someone else, and whether you can get on them.
The answer is usually somewhere you don't own.
AI engines often build their answer from third-party pages: "best X" roundups, comparison pages, Reddit threads, review sites. If you're not on those pages, more homepage copy won't help.
Scores are hard to trust.
Different tools give the same brand very different scores, and few show how they got there. Answers also change from run to run, so a single check is a coin flip.
Each engine reads different sources.
ChatGPT answers change from run to run, so one reply is a weak sample. Perplexity and Google AI Overviews are not checked yet, and they will not necessarily cite the same pages.
How it works
Enter your site.
We fetch the homepage and draft buyer questions from it. The free check uses 3. The $49 report uses 20.
We ask ChatGPT three times.
Each question goes to ChatGPT through OpenAI's official API with web search, three times, because answers vary. Perplexity and Google AI Overviews are not checked yet.
We record every answer.
For each run we store the raw text, whether your site was mentioned, and which other names or sites were named. The page shows a mention rate, not a rank.
The paid report adds an action list.
After payment, the same page fills in the rest of the questions and a short list of specific changes tied to those answers.
What a report shows
Example data
Made-up product “AcmeInvoice” and made-up competitors. Not a real customer, not real results.
Question: “best invoicing tool for freelancers” — checked Oct 16, 2026
Across all 10 questions: AcmeInvoice named in 6 of 30 answers. ExampleBooks in 22 of 30, SampleBill in 17 of 30.
Pages the AI cited most (example)
"11 best invoicing apps for freelancers" (a blog roundup)
- Type
- Listicle
- Cited in
- 9 answers
- Lists AcmeInvoice?
- No
examplebooks.com/vs/samplebill
- Type
- Competitor comparison page
- Cited in
- 5 answers
- Lists AcmeInvoice?
- No
r/freelance thread "what do you use for invoicing?"
- Type
- Cited in
- 4 answers
- Lists AcmeInvoice?
- Mentioned once, 2024
A review-site category page
- Type
- Review directory
- Cited in
- 3 answers
- Lists AcmeInvoice?
- Yes, 4 reviews
What to change (example — 4 actions)
- 1
Get onto the roundup that drives 9 of 30 answers. "11 best invoicing apps for freelancers" is cited more than any other page and doesn't list you. It was updated in March 2026 and lists 3 tools that have shut down. Email the author with a correction plus a short, factual entry for AcmeInvoice (price, who it's for, one screenshot).
- 2
Publish an "ExampleBooks alternatives for freelancers" page. For "ExampleBooks alternatives" questions, the engines cited comparison pages, including a competitor's own. You have none. Write it with real prices and honest trade-offs, including where ExampleBooks is the better pick.
- 3
Answer the question your pricing page dodges. In 7 answers the AI said AcmeInvoice "may charge per invoice". Your pricing page never says it doesn't. Add one plain sentence and a short FAQ entry: "Unlimited invoices on every plan."
- 4
Show up where freelancers already ask. The r/freelance thread cited in 4 answers is still active. Answer it as yourself, with your affiliation disclosed and no link unless someone asks.
Click any number → see the full answer text, the engine and model, the date, and the cited links. Example snippet:
“…For freelancers, popular options include ExampleBooks and SampleBill. ExampleBooks is often recommended for its free tier…”
Start free. Pay when it's useful.
ChatGPT (via the official API) is live. Perplexity and Google AI Overviews are coming. Rates are mention counts, not rankings, because answers change from run to run.
No charge
Free check
- Price
- $0
- Questions
- 3, asked 3 times each
- You see
- Mention rate, other names, and the raw answer for every run.
- Delivered
- On screen, usually within a few minutes.
One-time
Full report
- Price
- $49
- Questions
- 20, asked 3 times each
- You see
- The same rates, a competitor table, and a specific action list.
- Delivered
- On the same report page, within a few minutes of payment.
The $49 report unlocks on the report page after Creem confirms payment. Refund: full refund within 7 days of delivery if nothing in it is actionable for you. There is no monthly plan.
FAQ
Can't I get this for free?
Yes. Receipts includes a free check: 3 buyer questions, each asked 3 times, with the raw answers. Other visibility tools exist. This page doesn't quote their prices. The $49 report adds more questions and an action list. If another tool already tells you what to change, use it.
Which engines do you check?
ChatGPT (via the official API) is live now. Answers come from OpenAI's official API with web search, and each answer is labeled that way. Perplexity and Google AI Overviews are coming and are not checked yet. Claude and Gemini aren't covered.
Is the API answer the same as what I see in the app?
Not always. API answers and the logged-in ChatGPT app can differ, and answers change from run to run. That's why every result is labeled ChatGPT via the OpenAI API, each question is asked 3 times, and every number opens the raw answer.
How is the "what to change" list made?
From the answers in your report. The $49 report turns who was named, and which sites were named with them, into a short list of pages or changes to consider. Each rate still opens the raw answer, so you can check the reasoning. It is not a rank.
Will following the list get me recommended?
I can't promise that, and anyone who does is guessing. AI answers depend on pages you don't control. What I can promise: every suggestion is tied to pages the engines actually cited for your questions, and the re-check shows whether anything moved.
When does the product ship?
The free check and the $49 report both run now, on screen. There is no separate product launch and no monthly plan.
Refunds?
The free check is $0. For the $49 report, full refund within 7 days of delivery if nothing in it is actionable for you. Email support@xmon.me. There is no monthly plan.
What do you do with my data?
Your email and site URL are stored so the report can be generated and so we can reply if you write to support@xmon.me. No newsletter. Report contents aren't published. Card details are collected by Creem, not by this site.
How do you choose my competitors?
I suggest 3 based on your site and the AI answers, and you can change them. If the AI names someone I didn't expect, the report says so.
Free AI visibility check
Enter your site and email. We read the homepage, ask ChatGPT (via the official API) three buyer questions, and run each one three times. You get a mention rate for each question, the other names that came up, and the raw answer behind every number. Perplexity and Google AI Overviews are not checked yet.