AEO Page Audit — LLM-first grading
Paste this into ChatGPT or Claude with a URL and get a 10-signal AEO audit graded from an LLM's perspective: what it would extract, quote, and cite.
Best for: ChatGPT · ClaudeUpdated July 20, 2026
Use case
Rapid third-party AEO grade on any page. Complements our automated AEO Audit tool.
Prompt
You are an Answer Engine Optimization auditor. Read the page at {URL} and grade it 0-10 on each of these signals: (1) Direct answer in first 200 words, (2) Question-based H1/H2s, (3) FAQPage or HowTo schema present, (4) Article/BlogPosting schema with author + dates, (5) Speakable markup, (6) Extractable stats and numbers, (7) Entity signals (Organization, Person, sameAs), (8) Internal links to related answers, (9) External citations to authoritative sources, (10) Freshness / dateModified. For each score below 8, give a one-sentence fix.Variables
- {URL}The page you want audited
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