Type the raw figures from your Screaming Frog, GBP, and GA4 pulls into the fields below — every pillar score, the composite, and this gauge update automatically. Grade bands: 85+ A · 70–84 B · 55–69 C · <55 needs work.
01
AEO Score Inputs
enter raw data → auto-scored
Schema Deployment
weight %
0
Total pages
Pages w/ core schema
Service pages
w/ Service schema
w/ FAQ schema
w/ Breadcrumb
Review/Rating schema
Page Structure
weight %
0
Pages w/ unique H1
Titles in length range
Unique meta descriptions
Pages at depth 4+
Citation Health
weight %
0
Live citations
Target citations
NAP-consistent
Review Velocity
weight %
0
New reviews this month
Monthly target
Avg rating (0–5)
Entity Graph Completeness
weight %
0
Knowledge Panel (25)
Wikidata (20)
Wikipedia (20)
GBP complete (15)
Data aggregators (0–3)
sameAs wired (10)
Pillar
Weight
Score
Weighted
Formula: Composite = Σ(pillar score × pillar weight) ÷ Σ(weights). Each pillar is derived automatically from the raw inputs above. Edit any weight and everything re-normalizes.