AI Search Visibility Checker

A free, self-scored checklist covering the same signals used in an AI search visibility score: entity clarity, structured data coverage, content structure, and machine-readable identity files. Answer honestly, nothing is sent anywhere; the score is calculated in your browser.

Entity clarity Our organization name, description, and role are worded consistently across our site, schema, and social profiles Key people (founders, authors, experts) have clearly defined roles with consistent naming

Structured data Our core pages include Organization and WebSite schema markup (JSON-LD) Our articles or key content include Article, FAQPage, or DefinedTerm schema where relevant We have verified our schema with a validator rather than assuming it works

Content structure Our content is organized into topic clusters (a pillar page linked to supporting articles), not isolated posts Key definitional content answers direct questions clearly, in a format that is easy to extract

Machine-readable identity We publish a machine-readable identity file (llm.txt or manifest.json) that AI crawlers can use to verify who we are We have a Wikidata item or comparable third-party structured entity presence

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This checklist mirrors the components of an AI search visibility score, but it is a self-assessment, not a certified audit. Unchecked items are the fastest places to start.

Want a professional read instead of a self-score?

The AI Symantics Audit covers all of these signals in depth, plus a prioritized fix list and a one-hour review session.

See the AI Symantics Audit