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miragesearch.com
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AI Agentic Readiness
10 / 28
agentic checks passed 53% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
miragesearch.com is live and passes 10 of 28 agentic-readiness checks (53%). It runs on cloudflare over HTTPS.
For AI agents, miragesearch.com's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 18.9% across 1 pages (target >15%).
Its main gaps are no speakable schema for voice agents, no llms.txt for agent discovery, no robots.txt guidance for AI crawlers, and no sitemap. An agent can read miragesearch.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 & AccessibilityNo <main> or <article> landmark anywhere in the sample - AI browser agents cannot distinguish main content from navigation and chrome
✓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)
~Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 32% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 18.9% across 1 pages (target >15%)
✓Definition PatternsDefinition patterns appear early in page content - good for snippet extraction
~Answer Capsule Pattern1/4 H2 sections have 15-30 word self-contained capsules (25%)
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 & DepthOrganization schema has only 3/10 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://miragesearch.com/llms.txt (HTML page served (not a valid text file))
✗robots.txt for AI CrawlersNo robots.txt file found
✗Sitemap Completenesssitemap.xml does not contain valid XML structure
?RSS/Atom FeedNot assessed
✗Internationalization SignalsNo hreflang alternate links found
?Content Licensing & AI PermissionsNot assessed
Trust & transparency
~Entity Authority & E-E-A-TNo Organization schema to reinforce entity identity
✗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 miragesearch.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 miragesearch.com more agent-ready, in priority order.
