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AI Visibility Checker

Ten structural signals AI engines use to decide whether to cite your brand. We run them live and give you a 0-100 score with the exact fix list — no email, no signup.

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What we check

Ten structural signals. One number. Zero spin.

CHECK 01

Schema markup

Organization JSON-LD with sameAs pointers AI engines parse to resolve your brand as an entity.

CHECK 02

AI crawler access

robots.txt allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot.

CHECK 03

Author entity

Person schema with sameAs pointers — authors recognised as Knowledge Graph entities lift the whole domain.

CHECK 04

Wikipedia presence

Encyclopedic article — corpus signal AI engines weight heavily on entity trust.

CHECK 05

Wikidata sameAs

Linked-data entity with verified sameAs pointers across the open web.

CHECK 06

Google Knowledge Graph

Recognised as a distinct entity in Google's brand-knowledge layer.

CHECK 07

Content freshness

dateModified within 60 days — Perplexity citations drop 65% past 90.

CHECK 08

Factual density

Stat-bearing patterns per page — Princeton: 19+ data points doubles citation rate.

CHECK 09

Trust-seed profiles

Trustpilot, LinkedIn, GitHub — third-party mentions correlate 0.664 with AI citation.

CHECK 010

llms.txt presence

Hedge signal — not a current ranking factor (Google confirmed May 2026). Cheap to maintain if auto-generated.

The 0–100 ladder

0–39

Invisible

AI engines cannot reliably surface your brand. Foundational structural work needed before targeted GEO investment makes sense.

40–59

Citation gaps

AI engines find you sometimes. Critical signals are missing or noisy. Targeted fixes can lift you into reliable citation range fast.

60–74

Patchy presence

You appear in some answers but lose to competitors on key prompts. The structural foundation is there — sharpen it.

75–89

Solid baseline

You are reliably citable across the major AI engines. Remaining work is fine-tuning entity disambiguation and content depth.

90–100

Citation-ready

Strong AI readiness across all ten structural signals. You are in the top tier of citation candidates for your category.