agentic checks passed 54% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
oulu.fi is live and passes 11 of 30 agentic-readiness checks (54%). It runs on drupal on nginx over HTTPS.
For AI agents, oulu.fi's strongest signals are clean semantic HTML, tidy, crawlable markup, fully indexable pages, and a visually stable layout. Average 55% atomic sentences across 1 pages (target 40%+).
Its main gaps are no structured tables or lists, few clear definitions, no Schema.org structured data, and no speakable schema for voice agents. The weakest area is Structured data; 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 ScoreAverage sentence length: 25.1 words - slightly long
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✓Layout Stability & Responsiveness14/14 images lack explicit width/height - the most common cause of layout shift (CLS)
✓Canonical URL StrategySingle canonical tag present (no duplicates)
~Page Speed: Load Blockers4 render-blocking script(s) in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
✓Sentence AtomicityAverage 55% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 31.5% across 1 pages (target >15%)
✗Definition PatternsNo definition patterns found
~Answer Capsule Pattern6/12 H2 sections have 15-30 word self-contained capsules (50%)
Structured data
✗Schema.org Structured DataMissing Organization or LocalBusiness schema across homepage
~Schema Coverage & DepthArticle schema missing or has fewer than 2 key properties
✗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 CompletenessSitemap index found, indicating organized sitemap structure
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
✗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 oulu.fi'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 oulu.fi more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present oulu.fi's comparison and spec data as real HTML tables and lists agents can extract.
