AI visibility for small brands

How often does AI name you.

We count how often ChatGPT, Gemini, Google AI Mode and Claude name your brand. Every number is printed as a range.

Free snapshot. Audits from $990.

From the census, mechanical keyboards

Ask the same question twenty times and the answer changes; a range shows how much.

Keychron was named in 9 to 18 of 18 Claude answers in our mechanical-keyboards census (6 prompts, 3 repeats each), collected 2026-10-15. This is one real range from a real run, not a mockup.

50 to 100% · n=18, 6 prompts · 3 repeats each · claude route · cluster bootstrap · collected 2026-10-15

Wilson range (treats answers as independent): 55 to 91%

Open the Claude route in the census explorer →

One wedding-venue domain registered in 1997 was cited 47 times across the Claude routes (39 by the CLI on Sonnet, 4 on Opus, 3 on Haiku, 1 by the claude.ai app) and never by Google. We check every domain we are shown.

Four ways in

Snapshot

Free

3 prompts, 2 engines, 20 repeats each. One page back in 48 hours.

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Audit

From $990

A signed report with ranges, a source-integrity table and a graded fix list.

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Census membership

From $249/mo

Monthly monitoring on two or four engines. A person reads the numbers.

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Guided implementation

$1,500/mo, capped at 3

Your team does the work. We sequence it, review it and re-measure at day 90.

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What we don't do

  • No promised rankings.
  • No manufactured consensus: no bought reviews, no hidden crawler text, no incentivised posts.
  • No point score printed without the repeat count behind it.