RRelayne

SAMPLE REPORT

Sample GEO Pipeline Audit

This is a sample report using demo data.

47

OVERALL READINESS

Needs attention

Needs attention. AI systems may struggle to reliably process this page, especially at Citation Surface Likelihood.

This score summarizes readiness, not guaranteed AI search visibility.

BOTTLENECK SUMMARY

Main bottleneck: Citation Surface Likelihood

Why it matters: The content surface is not yet structured clearly for citation in AI answers.

First fix: Create citation-ready passages

AI Search Readiness PipelineTraining Eligibility: 100, Search Eligibility: 40, Extractability: 62, Grounding Credibility: 46, Citation Surface Likelihood: 0 (Bottleneck)Training0On trackSearch0Needs attentionExtract0Room to improveTrust0Needs attentionCitation0Needs attentionBottleneck

Priority fixes

Next improvements

DELIVERABLES

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Training Eligibility

100/100

The first-pass checks for this result passed.

2 checks

  • No noindex directive
  • Stable entity identity

Search Eligibility

40/100

The page exposes very little readable text.

2 checks

  • Canonical URL
  • Readable body textThe page exposes very little readable text.
Technical AI Accessibility50
  • No noindex directive
  • Canonical URL
  • Readable body textThe page exposes very little readable text.

Extractability

62/100

The page has too few section-level headings.

9 checks

  • Single primary H1
  • Section headingsThe page has too few section-level headings.
  • Question or FAQ surface
Content Structure & Extractability67
  • Single primary H1
  • Section headingsThe page has too few section-level headings.
  • Question or FAQ surface
Structured Data & Schema44
  • Structured data for extraction
  • Schema matches document roleThe schema type does not clearly match the inferred document role.
  • Schema field completenessThe schema is missing several role-specific fields.

Grounding Credibility

46/100

The schema is missing several role-specific fields.

7 checks

  • Schema field completenessThe schema is missing several role-specific fields.
  • Schema validator baseline
  • Freshness signal
Structured Data & Schema44
  • Structured data for extraction
  • Schema matches document roleThe schema type does not clearly match the inferred document role.
  • Schema field completenessThe schema is missing several role-specific fields.
E-E-A-T & Authority Signals50
  • Source link density
  • Author or publisher signalsNo author, publisher, or organization signal was detected.
Entity Clarity & Knowledge Graph Alignment50
  • Stable entity identity
  • Structured entity contextStructured entity context is missing.
Content Quality & Freshness40
  • Freshness signal
  • Fact signal densityThe page has low factual anchor density.
  • Answerable passage surfaceThe page has limited passage candidates for citation.

Citation Surface Likelihood

0/100

Article, FAQ, or HowTo schema is missing.

3 checks

  • Citation-friendly schemaArticle, FAQ, or HowTo schema is missing.
  • Answerable passage surfaceThe page has limited passage candidates for citation.
  • AI platform observationNo external AI platform visibility data is available in the local first-pass engine.
Structured Data & Schema44
  • Structured data for extraction
  • Schema matches document roleThe schema type does not clearly match the inferred document role.
  • Schema field completenessThe schema is missing several role-specific fields.
Content Quality & Freshness40
  • Freshness signal
  • Fact signal densityThe page has low factual anchor density.
  • Answerable passage surfaceThe page has limited passage candidates for citation.
AI Platform Signals50
  • AI platform observationNo external AI platform visibility data is available in the local first-pass engine.