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sciencenet.cn
科学网—构建全球华人科学社区
AI Agentic Readiness
5 / 30
agentic checks passed 29% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
sciencenet.cn is live and passes 5 of 30 agentic-readiness checks (29%). It runs on Microsoft-IIS.
For AI agents, sciencenet.cn's strongest signals are fully indexable pages, a lightweight page, an efficient render path, and atomic, quotable sentences. Average 87% atomic sentences across 1 pages (target 40%+).
Its main gaps are thin semantic structure, noisy markup, no canonical URL, and sparse entity coverage. The weakest area is Structured data; addressing it first would raise this score the most.
Agent interaction
✗Semantic HTML5 & AccessibilityOnly 50% of images have alt text
✗Clean, Crawlable HTMLSite does not support HTTPS
~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 & ResponsivenessNo viewport meta tag on the homepage - pages will not render responsively on mobile devices
✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema
AI discovery
✗llms.txt FileNo llms.txt file found at http://sciencenet.cn/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 lang attribute on <html> element
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
✗Entity Authority & E-E-A-TNo Organization schema to reinforce entity identity
✗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 sciencenet.cn'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 sciencenet.cn more agent-ready, in priority order.
