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a-spi.org
Appalachia-Science in the Public Interest - Home
AI Agentic Readiness
3 / 30
agentic checks passed 28% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
a-spi.org is live and passes 3 of 30 agentic-readiness checks (28%). It runs on cloudflare over HTTPS.
For AI agents, a-spi.org's strongest signals are fully indexable pages, dense, entity-rich content, and strong titles and meta descriptions. Average entity density 56.9% across 1 pages (target >15%).
Its main gaps are text that is hard for agents to extract, layout-shift risk, no canonical URL, and render-blocking resources. The weakest area is Structured data; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityHomepage has no <h1> heading
~Clean, Crawlable HTMLNo H1 tag(s) found (0)
✗Extraction Friction ScoreHidden content detected (display:none or hidden attribute)
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✗Layout Stability & ResponsivenessNo viewport meta tag on the homepage - pages will not render responsively on mobile devices
✗Canonical URL StrategyNo canonical URL tag found
~Page Speed: Page Size86KB of inline CSS/JS across the document
✗Page Speed: Load Blockers3 render-blocking script(s) in <head>
Machine extraction
~Table & List Extractability7 table(s) found but without <th> header cells
~Sentence AtomicityAverage 29% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 56.9% across 1 pages (target >15%)
✗Definition PatternsNo definition patterns found
✗Answer Capsule Pattern0/7 H2 sections have 15-30 word self-contained capsules (0%)
Structured data
✗Schema.org Structured DataNo JSON-LD structured data found across homepage
✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema
AI discovery
✗llms.txt FileNo llms.txt file found at https://a-spi.org/llms.txt (connection failed)
✗robots.txt for AI CrawlersNo robots.txt file found
✗Sitemap CompletenessNo sitemap.xml found
✗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-TNo phone number 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 QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
✗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 a-spi.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 a-spi.org more agent-ready, in priority order.
1 Add structured tables and lists high impactlow effort
Present a-spi.org's comparison and spec data as real HTML tables and lists agents can extract.
