{"domain":"cloudera.com","url":"https://www.markosweb.com/www/cloudera.com/","checked_at":"2026-08-20","title":"Cloudera | The hybrid platform for data & AI","agentic_readiness":{"passed":10,"assessed":30,"percent":48},"checks":[{"group":"Agent interaction","id":"semantic_html","check":"Semantic HTML5 & Accessibility","status":"partial","detail":"Only 59% of images have alt text"},{"group":"Agent interaction","id":"clean_html","check":"Clean, Crawlable HTML","status":"pass","detail":"Page has title and meta description"},{"group":"Agent interaction","id":"extraction_friction","check":"Extraction Friction Score","status":"partial","detail":"High jargon density in opening content"},{"group":"Agent interaction","id":"indexability","check":"Indexability & Snippet Eligibility","status":"pass","detail":"Pages are indexable and snippet-eligible - the precondition for Google AI features is met"},{"group":"Agent interaction","id":"layout_stability","check":"Layout Stability & Responsiveness","status":"pass","detail":"48/48 images lack explicit width/height - the most common cause of layout shift (CLS)"},{"group":"Agent interaction","id":"canonical_url","check":"Canonical URL Strategy","status":"pass","detail":"Single canonical tag present (no duplicates)"},{"group":"Agent interaction","id":"document_weight","check":"Page Speed: Page Size","status":"pass","detail":"Approximately 1880 DOM nodes - consider simplifying"},{"group":"Agent interaction","id":"critical_path_efficiency","check":"Page Speed: Load Blockers","status":"pass","detail":"Efficient critical rendering path"},{"group":"Machine extraction","id":"table_list_extractability","check":"Table & List Extractability","status":"fail","detail":"No HTML tables found across homepage"},{"group":"Machine extraction","id":"sentence_atomicity","check":"Sentence Atomicity","status":"partial","detail":"Average 21% atomic sentences across 1 pages (target 40%+)"},{"group":"Machine extraction","id":"entity_density","check":"Entity Density","status":"pass","detail":"Average entity density 43.1% across 1 pages (target >15%)"},{"group":"Machine extraction","id":"definition_patterns","check":"Definition Patterns","status":"partial","detail":"No definition patterns in the first 2000 characters of content"},{"group":"Machine extraction","id":"answer_capsule_pattern","check":"Answer Capsule Pattern","status":"partial","detail":"1/5 H2 sections have 15-30 word self-contained capsules (20%)"},{"group":"Structured data","id":"schema_markup","check":"Schema.org Structured Data","status":"partial","detail":"Missing Organization or LocalBusiness schema across homepage"},{"group":"Structured data","id":"schema_coverage","check":"Schema Coverage & Depth","status":"fail","detail":"Article schema missing or has fewer than 2 key properties"},{"group":"Structured data","id":"speakable_schema","check":"Speakable Schema","status":"fail","detail":"No SpeakableSpecification schema found across homepage"},{"group":"AI discovery","id":"llms_txt","check":"llms.txt File","status":"fail","detail":"No llms.txt file found at https://cloudera.com/llms.txt (connection failed)"},{"group":"AI discovery","id":"robots_txt","check":"robots.txt for AI Crawlers","status":"partial","detail":"No explicit AI crawler rules in robots.txt"},{"group":"AI discovery","id":"sitemap_completeness","check":"Sitemap Completeness","status":"pass","detail":"2144 URLs in sitemap"},{"group":"AI discovery","id":"rss_feed","check":"RSS/Atom Feed","status":"fail","detail":"Homepage does not link to an RSS/Atom feed in "},{"group":"AI discovery","id":"internationalization_signals","check":"Internationalization Signals","status":"pass","detail":"Self-referencing hreflang present on homepage"},{"group":"AI discovery","id":"content_licensing","check":"Content Licensing & AI Permissions","status":"fail","detail":"No ai.txt file found"},{"group":"Trust & transparency","id":"entity_consistency","check":"Entity Authority & E-E-A-T","status":"partial","detail":"Multiple phone numbers found (3)"},{"group":"Trust & transparency","id":"creator_transparency","check":"Creator Transparency","status":"fail","detail":"Creator visibility is weak on content-like pages"},{"group":"Trust & transparency","id":"methodology_transparency","check":"Methodology Transparency","status":"partial","detail":"Little content-production or review transparency is visible"},{"group":"Trust & transparency","id":"ai_disclosure","check":"AI Assistance Disclosure","status":"partial","detail":"No AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)"},{"group":"Trust & transparency","id":"visible_date_signal","check":"Visible Date Signal","status":"fail","detail":"No visible date signals found across homepage (no elements, no JSON-LD dates, no article meta dates)"},{"group":"Trust & transparency","id":"title_meta_quality","check":"Title & Meta Quality","status":"pass","detail":"Titles are present, unique, and well-sized, and pages carry meta descriptions"},{"group":"Trust & transparency","id":"content_freshness","check":"Content Freshness Signals","status":"fail","detail":"No JSON-LD date properties (datePublished/dateModified) found across homepage"},{"group":"Trust & transparency","id":"author_schema_depth","check":"Author & Expert Schema","status":"fail","detail":"No Person schema found across homepage"}],"fixes":[{"id":"table_list_extractability","title":"Add structured tables and lists","advice":"Present cloudera.com's comparison and spec data as real HTML tables and lists agents can extract.","impact":"critical","effort":"medium"},{"id":"content_freshness","title":"Add content freshness signals","advice":"Refresh and re-date cloudera.com's key pages so agents see it as maintained.","impact":"critical","effort":"medium"},{"id":"entity_consistency","title":"Strengthen entity authority (NAP)","advice":"Make cloudera.com's name, address and phone consistent and add Organization schema to anchor its identity.","impact":"medium","effort":"low"},{"id":"author_schema_depth","title":"Enhance author and expert schema","advice":"Add Person/author schema with credentials on cloudera.com to strengthen expertise signals.","impact":"critical","effort":"medium"}],"trust":{"live":true,"last_status":200,"https":true,"technology":"cloudflare","longevity_years":null},"historical":null,"narrative":["cloudera.com is live and passes 10 of 30 agentic-readiness checks (48%). It runs on cloudflare over HTTPS.","For AI agents, cloudera.com's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. Approximately 1880 DOM nodes - consider simplifying.","Its main gaps are no structured tables or lists, shallow schema coverage, no speakable schema for voice agents, and no llms.txt for agent discovery. The weakest area is Structured data; addressing it first would raise this score the most."],"publication":"index","verified":null,"method":"https://www.markosweb.com/methodology/"}