agentic checks passed 48% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
aaroncoberly.com is live and passes 10 of 30 agentic-readiness checks (48%). It runs on cloudflare over HTTPS.
For AI agents, aaroncoberly.com's strongest signals are fully indexable pages, a visually stable layout, a clear canonical URL, and a lightweight page. 9 URLs have lastmod dates.
Its main gaps are thin semantic structure, no structured tables or lists, no speakable schema for voice agents, and no llms.txt for agent discovery. The weakest area is Machine extraction; addressing it first would raise this score the most.
Agent interaction
✗Semantic HTML5 & AccessibilityOnly 0% of images have alt text
~Page Speed: Load Blockers4 blocking stylesheets in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityNo eligible pages with sufficient text
~Entity DensityNo eligible pages with sufficient text
✓Definition PatternsGlossary or definition list structure detected
~Answer Capsule PatternNo H2 headings found across sampled pages
Structured data
✓Schema.org Structured DataAdvisory (not scored): local-business/product schema detected - Google AI responses also draw on Google Business Profiles and Merchant Center feeds, which are managed outside the website
~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://aaroncoberly.com/llms.txt (connection failed)
✓robots.txt for AI CrawlersSitemap URL referenced in robots.txt
✓Sitemap Completeness9 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-TMultiple phone numbers found (8)
✓Creator TransparencyVisible authorship is present on some content but inconsistent
~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 aaroncoberly.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 aaroncoberly.com more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present aaroncoberly.com's comparison and spec data as real HTML tables and lists agents can extract.
