Chicago Sun-Times: Chicago news, politics, sports and more
AI Agentic Readiness
10 / 30
agentic checks passed 52% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
suntimes.com is live and passes 10 of 30 agentic-readiness checks (52%). It runs on shopify on istio-envoy over HTTPS.
For AI agents, suntimes.com's strongest signals are clean semantic HTML, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 41.3% across 1 pages (target >15%).
Its main gaps are text that is hard for agents to extract, a heavy page, render-blocking resources, and no structured tables or lists. The weakest area is Machine extraction; addressing it first would raise this score the most.
Agent interaction
✓Semantic HTML5 & AccessibilityARIA attributes found for accessibility
~Clean, Crawlable HTMLNo H1 tag(s) found (0)
✗Extraction Friction ScoreAverage sentence length: 60.2 words - too long for AI snippets
✓Indexability & Snippet Eligibilityrobots.txt blocks Google-Extended - content is excluded from Google AI training and grounding
✓Layout Stability & ResponsivenessViewport is configured and media declares dimensions - static layout-stability signals look good
✓Canonical URL StrategySingle canonical tag present (no duplicates)
✗Page Speed: Page SizeHomepage HTML is 1103KB
✗Page Speed: Load Blockers3 render-blocking script(s) in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 38% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 41.3% across 1 pages (target >15%)
✗Definition PatternsOnly 1 definition pattern(s) found
~Answer Capsule PatternNo H2 headings found across sampled pages
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
~Schema Coverage & DepthOrganization schema has only 4/10 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://suntimes.com/llms.txt (connection failed)
✓robots.txt for AI CrawlersSitemap URL referenced in robots.txt
✓Sitemap CompletenessSitemap index found, indicating organized sitemap structure
✗RSS/Atom FeedRSS/Atom feed link tag found in homepage <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 Transparency1/1 sampled pages provide clear visible creator attribution
~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 SignalVisible published/updated date text found across homepage
✓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 suntimes.com'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 suntimes.com more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present suntimes.com's comparison and spec data as real HTML tables and lists agents can extract.
