What this is not.

• Not SEO. Search rankings and AI answers are different measurements.
• No promise of customers. We don’t guarantee more calls, more bookings or more revenue.
• No promise of placement. We don’t guarantee that any AI service will name you, ever.
• No claim of cause. If your position moves after a change, we show you both readings. We don’t claim the change caused it.
• No access to anything. The measurement uses public information only - no customer data, no accounts, no systems. If you buy the fix work, you give us access to your own site for that job alone, and you can take it back the day it is done. Connecting Search Console to the report is the same: optional, yours to give and yours to withdraw.
• No publishing on your behalf. We never publish as you or speak as you. On the fix work we change only what you approved first, on your own site.
• Gaps disclosed. If an AI service is unavailable during a run, we say so and exclude it - we don’t count it against you.

These lines are the same on every page that carries them; they do not change with the plan you buy.

Why one answer proves nothing

Ask an assistant the same question twice and you can get two different lists. That is not a fault in the answer - it is what the thing does. Four things move it, and a measurement that ignores them is a guess with a price on it.

• Time. The answer you get tomorrow can be a different answer.
• Place. The next city over is a different market with a different short list.
• Wording. Change the question and the list changes with it.
• Service. ChatGPT, Gemini, Perplexity, Claude, DeepSeek and Mistral disagree with each other.

So we ask many questions on a schedule, keep every answer word for word, and show you the disagreement instead of averaging it away.

What it is

A measurement: the questions your customers put to ChatGPT, Gemini, Perplexity, Claude, DeepSeek and Mistral, asked on a schedule and recorded word for word, so you can see whether your business is named and who is named instead. What the report gives you lists what you get; the free scan is the same instrument on one question.

How to check us

Do not take the list above on trust. Every figure on this site is recomputed from the raw readings when the site is built, and the measurement log names each run with its dates and its sample size. The research pages publish what we found in full, including the findings that did not go our way. If a page ever claims more than the readings behind it support, the address in the footer is the place to say so - we would rather correct a sentence than defend it.