agentic checks passed 62% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
realclimate.org is live and passes 16 of 30 agentic-readiness checks (62%). It runs on all on nginx over HTTPS.
For AI agents, realclimate.org's strongest signals are clean semantic HTML, tidy, crawlable markup, fully indexable pages, and a visually stable layout. Average entity density 38.8% across 1 pages (target >15%).
Its main gaps are text that is hard for agents to extract, no structured tables or lists, few clear definitions, and no self-contained answer passages. The weakest area is Machine extraction; addressing it first would raise this score the most.
Agent interaction
✓Semantic HTML5 & AccessibilityARIA attributes found for accessibility
✓Clean, Crawlable HTMLPage has title and meta description
✗Extraction Friction ScoreFew pages have voice-friendly lead paragraphs
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✓Layout Stability & ResponsivenessViewport is configured and media declares dimensions - static layout-stability signals look good
✓Canonical URL StrategySingle canonical tag present (no duplicates)
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✓llms.txt FileNote: Google does not read llms.txt (its AI features rely on normal indexing); this signal serves other AI assistants and carries reduced weight
✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
~Sitemap CompletenessNo lastmod dates in sitemap
✗RSS/Atom FeedRSS/Atom feed link tag found in homepage <head>
✓Internationalization SignalsSelf-referencing hreflang present on homepage
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
~Entity Authority & E-E-A-TNo phone number found on homepage
✓Creator Transparency1/1 sampled pages provide clear visible creator attribution
~Methodology TransparencyLittle content-production or review transparency is visible
~AI Assistance DisclosureNo AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)
✓Visible Date SignalArticle meta date tags also present (supplementary)
✓Title & Meta QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
✓Content Freshness SignalsReferences to 2026 or 2025 found across homepage, suggesting recent updates
✗Author & Expert SchemaNo Person schema found across homepage
Every check is a verifiable fact about realclimate.org's live pages. Scoring follows Google Lighthouse agentic-browsing: a fraction of concrete checks, not an invented 0-100.
How to improve for AI agents
The highest-impact changes to make realclimate.org more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present realclimate.org's comparison and spec data as real HTML tables and lists agents can extract.
