inaturalist.org AI Readiness Score
Industry: technology. 1 public scan on record.
Last scanned: today
Latest Score
April 3, 2026
Pages Scanned
3
Issues Found
8
Score Breakdown by Factor
| Factor | Weight | Score |
|---|---|---|
| Schema Markup | 18% | 0 |
| Content Quality | 20% | 65 |
| Bot Access | 20% | 60 |
| Topic Clarity | 10% | 100 |
| AI Protocols | 10% | 0 |
| Speed & Performance | 5% | 40 |
| Authority & Trust | 10% | 45 |
| Crawl Health | 7% |
Meta Tags
Homepage meta tag analysis (3 pages crawled)
A Community for Naturalists · iNaturalist
41 chars — optimal length
Not found
Not found
width=980
Not mobile-optimized
AI Readiness Summary
inaturalist.org currently scores 43/100 (Grade D) for AI readiness, reflecting significant opportunities to improve how AI systems discover and represent this website. Its strongest area is Topic Clarity (100/100), while Schema Markup (0/100) represents the greatest opportunity for improvement. Within the technology industry, AI readiness is becoming a differentiator for organic visibility, making these scores increasingly important for competitive positioning.
Industry Comparison
inaturalist.org trails the technology industry average of 57/100 by 14 points, suggesting substantial gains are possible by addressing core AI readiness factors. The global average across all industries is 59/100, which is 16 points higher than inaturalist.org's current score.
Peer Comparison
inaturalist.org currently trails the peer average of 99/100 by 56 points. Sites like quantummetric.com, geeksforgeeks.org, and thedigitalgroup.org demonstrate that higher scores are achievable in this category. The top-performing peer is quantummetric.com at 100/100.
Priority Improvements
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How This Score Compares
inaturalist.org
43
Grade D
technology Avg
57
14 pts below
Global Avg
59
16 pts below
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Scoring Methodology
How we calculate AI readiness scores across 8 factors
AI Readiness Leaderboard
Top-scoring websites ranked by AI readiness
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