AI Search Audit

The Rank4AI AI Search Audit: Professional Visibility Assessment

The Rank4AI AI Search Audit is a structured technical assessment of how effectively a business is found, interpreted, and recommended by major AI platforms, including Google AI Overviews, Gemini, ChatGPT, Claude, Perplexity, and Copilot.

What the AI Search Audit Covers

Our methodology assesses 17 technical and semantic sections mapped across the Five Signal Model:

• Identity Clarity: Knowledge graph presence, entity relationship clarity, and trust signals.
• Subject Authority: Evidence verifiability, content coverage, and "signal drift" risk.
• Meaning Architecture: Technical accessibility and RAG (answer extraction) readiness.
• Ecosystem Validation: Off-site directory presence and third-party brand signals.
• Temporal Stability: Index freshness and governance consistency.

The Scoring Framework

The audit produces two distinct metrics to measure your AI readiness:

• AI Visibility Score: A weighted metric reflecting signals with the broadest impact across LLMs.
• Structural Reference Score: An unweighted average of all 17 sections measuring total signal completeness.

AI Readiness Score Bands

Score	Status
70 – 100	Strong Visibility; consistent surfacing across platforms.
40 – 69	Moderate Instability; priority remediation required.
Below 40	Material Risk; misclassification or omission likely.

What You Receive

A comprehensive scored PDF report detailing findings across all 17 sections. We measure observable data—providing a clear roadmap of where your business is authoritative and where the priority gaps exist.

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Commission an Audit: rank4ai.co.uk/review-start

Full Methodology: rank4ai.co.uk/methodology

Rank4AI: UK Specialist AI Search Agency. www.rank4ai.co.uk