Is the Free AI Visibility Snapshot an audit?

No. It is a short, human-reviewed preview with three specific findings. It does not include a full evidence panel, competitor analysis, roadmap, implementation or monitoring.

What happens after I request a Snapshot?

Elizabeth confirms receipt by email. Citable reviews the website and the buyer question submitted, then confirms the most useful next step.

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Free AI Visibility Snapshot

A clearer starting point for your business.

Tell us what buyers should find you for. Get three human-reviewed observations about how clearly your public website helps search and AI systems access, understand or verify your business.

Request my free Snapshot Explore paid audits

Free · Three observations · Human-reviewed

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What should buyers find you for?

Share your website and buyer question. Elizabeth will confirm receipt by email.

Need more than a preview?

Choose deeper evidence when you need a commercial decision.

Compare paid Diagnose optionsDefined panels, interpretation and decision depth Inspect our self-audit24 August 2026 · First-party method specimen Run the automated checkerStructural orientation · Not a live AI-answer test