From the first AI answer to the booking.
NewThe follow-up test
Named in the first answer in 6 of 6 conversations. Still named at the booking step in 3.
Tom's Town Distilling Co., Kansas City, Oct 26, 2026. Starter and Agency.
| First answer | Saturday? | Reviews? | Book me | |
|---|---|---|---|---|
| ChatGPT | ||||
| “Best distillery in Kansas City, Mo” | Tom's Town | J. Rieger & Co. | Tom's Town | Tom's Town |
| “Top distilleries in Kansas City, Mo” | Tom's Town | Tom's Town | Tom's Town | West Bottoms Whiskey Co. |
| Claude | ||||
| “Best distillery in Kansas City, Mo” | Tom's Town | Tom's Town | Tom's Town | Tom's Town |
| “Top distilleries in Kansas City, Mo” | Tom's Town | Tom's Town | Tom's Town | Tom's Town |
| Gemini | ||||
| “Best distillery in Kansas City, Mo” | Tom's Town | Tom's Town | Tom's Town | J. Rieger & Co. |
| “Top distilleries in Kansas City, Mo” | Tom's Town | Tom's Town | Tom's Town | J. Rieger & Co. |
Tom's Town another business. Best: “Best distillery in Kansas City, Mo”. Top: “Top distilleries in Kansas City, Mo”.
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The report
How many AI answers named the business, who was named instead, and every answer behind the count. It opens on any phone, no login.
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Market scans
Type a kind of business and a city. Every business Google Maps lists there, next to how many AI answers named it. Pick the ones to pitch and turn them into a prospect list.
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Prospect lists
Upload a CSV of up to 50 businesses. Each one gets a report, and you download the results with a pitch for every row.
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A pitch and a read receipt
A short pitch written from the report's own numbers, and an email to you when the report is opened or forwarded.
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Your agency's name on it
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If the AI had to pick one
Each AI is asked to choose a single business, and the report shows the one it picked.
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A lead form for your site
Visitors check their own business with ChatGPT and get the answer by email under your agency's name. You get the lead.
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What the AIs searched for
The searches each AI ran before it answered, and in how many answers. These are keywords you already know how to rank for.
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Seen and cited
Every site in the AIs' search results, how often it was seen and how often it was cited. Your own site is marked, and so are your rivals'.
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Requests to the pages that list rivals
The pages the AIs cite that name your rivals and not you, each with an email draft to send. You find the editor; we link the page.
Starter and Agency
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A fix list
What to change, in order, built only from what the answers showed. No ratings or rankings we did not measure.
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What the AIs say about you
The website, phone and address the answers gave, checked against the Google profile.
Every plan
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Google AI Mode
Google AI Mode next to ChatGPT, Claude and Gemini, through a licensed data provider, since Google has no official API for it.
Starter and Agency
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Can an AI agent use your site
An AI reads the client's site the way assistants do when they act for a customer, and reports whether it found the phone number, the opening hours and a way to book.
Starter and Agency
Prove it worked
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Weekly tracking
Tracked businesses are asked again every week without using audits. You get the count then and now, and a new report link.
Starter and Agency
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Page watch
After each audit we read the pages the AIs cite most. Next time, you see which pages added a rival, dropped the client or stopped being cited.
Starter and Agency
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How this compares
The count for the middle business of its kind that we checked, next to the client's own.
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The Named by AI badge
For a business named in at least 50% of the answers: a dated badge for its website, linked to a public page with the count, the date and the questions.
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