aafp.org vs ama.assn.org
AI Readiness Head-to-Head Comparison
In the battle for AI visibility, aafp.org defeats ama.assn.org with an overall AI-Readiness score of 61 to 14 — a 47-point advantage. aafp.org dominated in Bot Access, Rendering / Hydration, Schema Coverage, Tech Stack Quality, ACRI Score, Token Efficiency. Token efficiency favors aafp.org at 12.2× vs ama.assn.org's bloated 309.9×. aafp.org renders more content server-side (ghost ratio: 10% vs 75%), giving AI crawlers direct access to visible content. See where your site stands — run a free AI-Readiness scan on SEODiff.
📊 Metric-by-Metric Breakdown
| Metric | aafp.org | ama.assn.org | Winner |
|---|---|---|---|
| Bot Access | 100WIN | 0 | aafp.org (+100) |
| Rendering / Hydration | 97WIN | 35 | aafp.org (+62) |
| Content Structure | 0 | 0 | TIE |
| Schema Coverage | 4WIN | 0 | aafp.org (+4) |
| Tech Stack Quality | 65WIN | 50 | aafp.org (+15) |
| ACRI Score | 32WIN | 5 | aafp.org (+27) |
| Token Efficiency | 44WIN | 0 | aafp.org (+44) |
| Overall AI Readiness | 61/100 | 14/100 | 🏆 aafp.org |
aafp.org Details
ama.assn.org Details
🏗️ Deep Architecture Comparison
Based on 1,000-page deep crawl analysis of each domain's internal architecture.
| Architecture Metric | aafp.org | ama.assn.org |
|---|---|---|
| 🔗 Orphan Pages | 954 (99.9%) | Not analyzed |
| 📏 Avg Click Depth | 0.0 | — |
| 🧬 Entity Gap | 10 missing | — |
| 🎯 Semantic Cohesion | 16% | — |
| 📄 Pages Sampled | 955 | — |
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