AI Dermatologist: Skin Scanner & Mole Checker - Identify Skin
AI Agentic Readiness
7 / 30
agentic checks passed 40% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
identify.skin is live and passes 7 of 30 agentic-readiness checks (40%). It runs on cloudflare over HTTPS.
For AI agents, identify.skin's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and an efficient render path. Average 65% atomic sentences across 1 pages (target 40%+).
Its main gaps are no canonical URL, few clear definitions, no Schema.org structured data, and shallow schema coverage. The weakest area is Structured data; 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 StrategyNo canonical URL tag found
~Page Speed: Page Size123KB of inline CSS/JS across the document
✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema
AI discovery
✗llms.txt FileNo llms.txt file found at https://identify.skin/llms.txt (HTML page served (not a valid text file))
~robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✓Sitemap Completeness762 URLs have lastmod dates
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
✗Internationalization SignalsNo lang attribute on <html> element
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
✗Entity Authority & E-E-A-TNo Organization schema to reinforce entity identity
~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 identify.skin'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 identify.skin more agent-ready, in priority order.
