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AI SearchBeta

AI Search Readiness Scorer

Score any page against our four-axis generative-search readiness lens.

Answer a short questionnaire on answer clarity, entity strength, topical placement, and freshness. Get a matrix score and prioritised recommendations.

Answer clarity
Does the page answer the target query in the first 100 words?
Answer clarity
Is the answer structured (list, table, or clear paragraph)?
Entity strength
Is Organization or Person schema present with sameAs links?
Entity strength
Is the author named with a linked bio?
Topical placement
Does the page sit inside a pillar/spoke cluster?
Topical placement
Are there ≥5 internal links from related pages using descriptive anchors?
Freshness
Is a visible last-updated date within the last 6 months?
Freshness
Does the underlying data reflect the updated date?
GEO Matrix score
0/24
consolidate or retire

Scores of 20+ generally earn AI-search citations within 30–90 days. 14–19 needs targeted rework — usually a top-of-page rewrite and schema additions. Below 14, consider consolidation.

Useful for
  • ·Pre-publish QA on AI-search pages
  • ·Auditing an existing top-100 for citation readiness
  • ·Building a rework backlog
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Austin & Texas coverage

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Need this at scale?

We run this analysis across thousands of pages in engagements.