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LLM audit

LLM visibility audit

Request an LLM visibility audit

Tell us about your brand, the market you want to be visible in and the competitors you measure yourself against. We sample real customer questions across the major AI assistants, repeat them to see how much answers vary, and send a short written readout. There is no charge and no obligation.

Your free review

Intake survey

Responses stay confidential; we never publish a brand we have measured without written consent.

What the free readout contains

For the brand and rivals you name, we run a small set of real buyer questions several times on the main assistants your customers use. The readout shows how often each brand was named, recommended and cited, with ranges rather than single numbers, which sources the assistants leaned on, and any clear factual errors about your brand.

It is deliberately small: enough to show whether a full audit is worth doing, not a substitute for one.

The steps that follow

  1. We check that the brand trades lawfully and is one the bureau measures for; escort and sexual-services businesses are declined.
  2. Questions are run through normal interfaces from the market you name; no access to your accounts is needed.
  3. The readout follows in about a week, and any paid work begins only under a written proposal.

Raw answers we collect for you stay private, as the privacy policy explains; the method is set out in measuring AI visibility.