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ryanmunsey.com
RYAN MUNSEY | Because Performance Is Patterned
AI Agentic Readiness
15 / 30
agentic checks passed 62% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
ryanmunsey.com is live and passes 15 of 30 agentic-readiness checks (62%). It runs on cloudflare over HTTPS.
For AI agents, ryanmunsey.com's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. Average 42% atomic sentences across 1 pages (target 40%+).
Its main gaps are no structured tables or lists, no speakable schema for voice agents, no content feed, and no language/locale signals. The weakest area is Trust & transparency; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityMissing lang attribute on <html> tag
✓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: Page Size173KB of inline CSS/JS across the document
~Page Speed: Load Blockers10 blocking stylesheets in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
✓Sentence AtomicityAverage 42% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 25.1% across 1 pages (target >15%)
✓Definition PatternsGlossary or definition list structure detected
~Answer Capsule Pattern2/5 H2 sections have 15-30 word self-contained capsules (40%)
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
✗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 CrawlersSitemap URL referenced in robots.txt
✓Sitemap Completeness97 URLs have lastmod dates
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <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 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 SchemaVisible author byline or attribution found
Every check is a verifiable fact about ryanmunsey.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 ryanmunsey.com more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present ryanmunsey.com's comparison and spec data as real HTML tables and lists agents can extract.
