Empirical generative audits

Does AI recommend your business?

ChatGPT, Gemini and Claude now answer the questions your buyers used to Google. We ask the AI engines real buyer questions — and check whether your business shows up. Free mini-check, no card, no obligation.

Get your free mini-check

Most businesses we test score under 10 out of 100. Both were easy to find on Google — and invisible to AI, unless the customer already typed their name.

Real baseline scores

4.76

A QR-code tools website

8.68

An online deals website

What you get

What you get

Your free mini-check includes: a visibility score out of 100; how many of our test questions mentioned your business; one real AI answer, shown word for word; the single biggest reason AI skips you. Delivered by email within 1 business day.

Logs
Scoring
Sources

A visibility score out of 100

How many test questions mentioned your business

One real AI answer, shown word for word

Based on real buyer questions put to the major AI engines.

Counted across the test questions we ask the AI engines.

One real AI answer from the test, shown word for word.

Methodology

How it works

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You send your website.

We put real buyer questions to the major AI engines and record every mention and citation.

You get your score and the evidence by email.

Use the form above to send your website, business name and email.

We query ChatGPT, Gemini, and Claude concurrently under clean analytical environments.

Your empirical visibility score and prompt logs are compiled and emailed within one business day.

Strict operating boundaries

What we will not do

We don't sell tricks that promise AI rankings. Some fixes sold elsewhere cannot be measured at all. We measure first, then show you the levers that actually move the number.

Frequently asked questions

Is the mini-check really free?

Yes. It is a sample of the full audit, and it costs nothing. If you want the complete question set and monitoring after that, we will offer it in your report — with prices in writing, and no pressure.

Why by email?

A real check takes computing time, not a spinner. We run it properly and send the evidence.

Which AI engines do you test?

The major assistants buyers actually use, including ChatGPT, Gemini and Claude.

Will this fix my Google ranking?

Different game. This measures AI answers, not Google results — though the same trust signals often help both.