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acsh.org
American Council on Science and Health | Science & Health Commentary
AI Agentic Readiness
9 / 30
agentic checks passed 48% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
acsh.org is live and passes 9 of 30 agentic-readiness checks (48%). It runs on drupal on cloudflare over HTTPS.
For AI agents, acsh.org's strongest signals are fully indexable pages, a visually stable layout, a clear canonical URL, and a lightweight page. Average entity density 69.6% across 1 pages (target >15%).
Its main gaps are no structured tables or lists, few clear definitions, no self-contained answer passages, and no speakable schema for voice agents. An agent can read acsh.org's content but has little machine-readable way to discover it - closing the AI discovery gap would be the fastest lift.
Agent interaction
~Semantic HTML5 & AccessibilityOnly 50% of images have alt text
~Page Speed: Load Blockers1 render-blocking script(s) in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 37% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 69.6% across 1 pages (target >15%)
✗Definition PatternsOnly 1 definition pattern(s) found
✗Answer Capsule Pattern0/17 H2 sections have 15-30 word self-contained capsules (0%)
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
~Schema Coverage & DepthArticle schema missing or has fewer than 2 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://acsh.org/llms.txt (connection failed)
✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✓Sitemap CompletenessSitemap index found, indicating organized sitemap structure
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
✗Internationalization SignalsNo hreflang alternate links found
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
✓Entity Authority & E-E-A-TSocial media / sameAs references found on homepage
✗Creator TransparencyCreator visibility is weak on content-like pages
~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 SignalNo visible date signals found across homepage (no <time> elements, no JSON-LD dates, no article meta dates)
✓Title & Meta Quality1/1 titles are shorter than 10 or longer than 70 characters
✗Content Freshness SignalsNo JSON-LD date properties (datePublished/dateModified) found across homepage
✗Author & Expert SchemaNo Person schema found across homepage
Every check is a verifiable fact about acsh.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 acsh.org more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present acsh.org's comparison and spec data as real HTML tables and lists agents can extract.
