Original data, updated continuously
How often do AI assistants actually name a local business?
We ask web-grounded AI assistants the questions real customers ask, like “who's the best plumber near me?”, about the local businesses we measure, every week. This page publishes the aggregate results: 172 engine answers about 6 US local businesses over the trailing 90 days.
of answers named the business they were asked about (6 of 172)
US local businesses measured, 14 weekly measurement runs
engines probed, reported per engine, never blended into one score
Per-engine naming rate
Cross-engine overlap in AI answers is known to be low, so a blended score would mislead. Each row is one engine's own rate.
| Engine | Answers | Named the business | Rate |
|---|---|---|---|
| Perplexity | 69 | 1 | 1% |
| Google Gemini | 59 | 4 | 7% |
| ChatGPT (OpenAI) | 44 | 1 | 2% |
Where the answers came from
The engines report which websites grounded each answer. These are the domains that shaped the local recommendations in this dataset, by number of answers citing them.
Method and caveats
Each measured business gets customer-style recommendation prompts (category + city, plus its own tracked phrases) run through every enabled web-grounded engine weekly. An answer counts as naming the business only when the business is identifiably present in the answer text. An engine that fails to answer is omitted, never counted as a miss.
Caveats we want you to know: this is a small, growing network of real businesses, not a random sample of all US businesses; businesses that sign up for visibility monitoring may differ from average; AI answers vary run to run. Rates here describe this dataset over this window, nothing more. Figures update as the network grows.
Cite freely with attribution (CC BY 4.0): Radveo, Local AI Visibility dataset, 2026-07-14.
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