Free check · one scan, no history
This businessAverage of the 10 regulars: the businesses ChatGPT names most often
Share of voice is not drawn as a second line: it moves with visibility. Point at the scan to read its figures.
This businessAverage of the 10 regulars: the businesses ChatGPT names most often
Point at the scan to see how many of its answers showed this business as a card.
One ChatGPT answer has two parts, and a business can appear in either: the text ChatGPT writes, and the block of business cards it shows underneath that text. The cards are part of the answer, and each one is built from a directory listing. The diagram in How this was measured shows the anatomy.
The rating shown beside the answer is the one on that Yelp listing: 3.4★ from 25 reviews. Whatever the Google profile says, it is not what they see here.
The top of the market, the businesses ranked either side of this business, and this business. Visibility is the share of the same 30 answers that mention a business, in the text or as a map card. Share of voice is that business's slice of all 301 mentions in the market.
| # | Business | Visibility | Share of voice | Written answer | Places block |
|---|---|---|---|---|---|
| 1 | Anderson Hills Plumbing (example client) | 83% | 8.3% | ||
| 2 | Wake Plumbing | 83% | 8.3% | ||
| 3 | Roto Rooter Plumbing & Water Cleanup | 80% | 8.0% | ||
| ⋯ The rest of the market is in the full report. | |||||
For every card: the directory behind it, the rating and reviews on it, and its average position in the block.
See it in a real reportEvery business plotted over the city, so a coverage hole is visible at a glance.
See it in a real reportWhich sites ChatGPT read before answering, and how often each one came up.
See it in a real reportThe searches ChatGPT fired on its own before it wrote each answer.
See it in a real reportA short client-facing page built from the same scan, ready to forward or attach to an invoice every time the market is measured again.
See the client viewYour logo sits in its header and our name is nowhere on it, so the page your client reads is your agency's work, not a tool's output forwarded on.
See the logo slot in the sample| What an answer looks like | A Yelp or Google listing builds most of the cards in this market, but they are not the only sources: other directories, and pages from the answer's own web search, build cards too. Whichever listing built a card is where its rating and review count come from. |
|---|---|
| Where we asked | The real ChatGPT web app, asked the way a customer in this city would ask it, as a signed-out visitor. Not a developer API. |
| How many times | 30 independent answers, spread across natural phrasings a real customer would use. A single answer proves nothing, because the model gives a different one every time. |
| What counts as a mention | Each answer is read on 2 surfaces: the written text and the places carousel, the block of business cards ChatGPT shows beside its answer. An answer counts once if either happened. |
| How businesses are matched | By map listing id, never by name text, so a business with a similar name in another town cannot be counted as this one. |
| What the charts compare against | The 10 businesses ChatGPT names most often in this market, not every name it happened to mention. A market carries a long tail of names that come up once or twice, and averaging those in would flatter every business measured against them. The 10 are recomputed for every report, and a chain counts once, exactly as it does in the table above. |
| Measurement environment | ChatGPT answered this check
with engine gpt-5-6 and showed a map block in
30 answers out of 30, with 6.9 cards in it on average, and
named 10.0 businesses per answer. That width matters: when the assistant
starts naming more businesses per answer, every share of voice in the market falls without
anyone doing anything differently. |
| What this does not tell you | Not how many people asked, and not what any one person saw. ChatGPT varies its answers by design and adapts to a person's own history, so these figures describe how often a business comes up for a stranger asking fresh, which is the only thing that can be measured the same way twice. |
The paid report re-measures this market twice a month and keeps every result, so at the next renewal call you show a line instead of a claim. The page you hand the client carries your logo, not ours.
Full report from $10 per client per month
Run an agency? The same measurement for every client you track, each with a client page under your logo. See plans.