Methodology
AEO v2 — Weighted, quality-scored
Current scoring configuration.
Scores may be lower than earlier reports because v2 is stricter and better reflects real AI visibility.
Engine weights
How each engine contributes to the composite score.
ChatGPT40%
Perplexity25%
Gemini / Google AI25%
Claude10%
Prompt categories
Coverage across the patient query lifecycle.
DiscoveryService-specificBrand/entityComparisonTrust/reviewsPrice/insurance
Mention quality
How each type of AI response contributes to the score.
Linked citationFull credit
Named mentionStrong credit
Ambiguous mentionPartial credit
No mentionZero
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