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tesol.org
TESOL | International Association
AI Agentic Readiness
9 / 28
agentic checks passed 45% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
tesol.org is live and passes 9 of 28 agentic-readiness checks (45%). It is served over HTTPS.
For AI agents, tesol.org's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 35.9% across 1 pages (target >15%).
Its main gaps are text that is hard for agents to extract, no self-contained answer passages, no Schema.org structured data, and shallow schema coverage. The weakest area is Structured data; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityOnly 14% of images have alt text
✓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 & ResponsivenessCustom web fonts load without preload or font-display - late font swaps shift text layout
✓Canonical URL StrategySingle canonical tag present (no duplicates)
✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema
AI discovery
✗llms.txt FileNo llms.txt file found at https://tesol.org/llms.txt (connection failed)
✗robots.txt for AI CrawlersNo robots.txt file found
✗Sitemap CompletenessNo sitemap.xml found
?RSS/Atom FeedNot assessed
~Internationalization SignalsOnly 1 hreflang value found - need at least 2 for proper multi-language linking
?Content Licensing & AI PermissionsNot assessed
Trust & transparency
✓Entity Authority & E-E-A-TSocial media / sameAs references found on homepage
✓Creator TransparencyVisible authorship is present on some content but inconsistent
~Methodology TransparencySome process transparency exists, but it is inconsistent
~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 tesol.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 tesol.org more agent-ready, in priority order.
1 Add structured tables and lists high impactlow effort
Present tesol.org's comparison and spec data as real HTML tables and lists agents can extract.
