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cityofboston.gov
Homepage | Boston.gov
AI Agentic Readiness
10 / 28
agentic checks passed 50% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
cityofboston.gov is live and passes 10 of 28 agentic-readiness checks (50%). It runs on drupal on nginx over HTTPS.
For AI agents, cityofboston.gov's strongest signals are clean semantic HTML, tidy, crawlable markup, fully indexable pages, and a visually stable layout. Average 58% atomic sentences across 1 pages (target 40%+).
Its main gaps are no structured tables or lists, few clear definitions, no self-contained answer passages, 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 ScoreHigh jargon density in opening content
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✓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: Load Blockers4 render-blocking script(s) in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
✓Sentence AtomicityAverage 58% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 49.5% across 1 pages (target >15%)
✗Definition PatternsOnly 2 definition pattern(s) found
✗Answer Capsule Pattern1/9 H2 sections have 15-30 word self-contained capsules (11%)
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 FileNo llms.txt file found at https://cityofboston.gov/llms.txt (connection failed)
✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✗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 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 cityofboston.gov'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 cityofboston.gov more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present cityofboston.gov's comparison and spec data as real HTML tables and lists agents can extract.
