AEO Metrics Framework

32 metrics · 208 total points · 5 data source categories
Low Improvability
Medium Improvability
High Improvability
Wikipedia / Wikidata Presence10pt
Google Knowledge Panel8pt
High-DA Publication Mentions8pt
Reddit Brand Mentions8pt
Reddit Sentiment6pt
ChatGPT Brand Recognition8pt
Perplexity Citation Rate8pt
Topical Authority Depth10pt
Wikidata Properties Completeness6pt
G2 / Capterra / Trustpilot Presence6pt
Category Query Presence10pt
Schema.org Markup Coverage15pt
FAQ Schema Blocks10pt
SpeakableSpecification Markup5pt
Conversational Query Matching12pt
Answer-First Content Format8pt
Robots.txt / LLM Crawl Permissions8pt
Brand Entity Clarity8pt
Backlink Profile Quality5pt
Social Mention Volume3pt
Review Rating & Volume4pt
Content Freshness5pt
Reddit Category Association4pt
Brand Description Accuracy5pt
Internal Linking Coherence5pt
llms.txt File Present4pt
Founder / Team Entity Signals3pt
Crunchbase / LinkedIn Company Profile4pt
Brand Handle Consistency4pt
LinkedIn Company Page Completeness3pt
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Page Load Speed3pt
YouTube Channel Presence2pt
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Rows (top→bottom): High AEO Impact → Low AEO Impact
Website
External Authority
Social Presence
Reddit & Community
AI Visibility
Click any metric for details. Grid = AEO Impact (Y) × Improvability (X).