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cmqpharma.com
Frontera Rx — Compare Prescription Drug Prices in Mexico vs the USA
AI Agentic Readiness
9 / 30
agentic checks passed 51% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
cmqpharma.com is live and passes 9 of 30 agentic-readiness checks (51%). It runs on cloudflare over HTTPS.
For AI agents, cmqpharma.com's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 22.6% across 1 pages (target >15%).
Its main gaps are no structured tables or lists, few clear definitions, no speakable schema for voice agents, and no llms.txt for agent discovery. An agent can read cmqpharma.com's content but has little machine-readable way to discover it - closing the AI discovery gap would be the fastest lift.
Agent interaction
~Semantic HTML5 & AccessibilityMissing <article> element
✓Clean, Crawlable HTMLPage has title and meta description
~Extraction Friction ScoreHigh jargon density in opening content
✓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)
✗Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 38% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 22.6% across 1 pages (target >15%)
✗Definition PatternsNo definition patterns found
~Answer Capsule Pattern1/3 H2 sections have 15-30 word self-contained capsules (33%)
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
~Schema Coverage & DepthOrganization schema has only 2 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://cmqpharma.com/llms.txt (connection failed)
~robots.txt for AI CrawlersAI crawlers BLOCKED: gptbot, claudebot
✗Sitemap CompletenessNo sitemap.xml found
✗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 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 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 cmqpharma.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 cmqpharma.com more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present cmqpharma.com's comparison and spec data as real HTML tables and lists agents can extract.
