{"domain":"predpharmnet.com","url":"https://www.markosweb.com/www/predpharmnet.com/","checked_at":"2026-08-20","title":"Finding Prednisone: A Pharmacist's Guide to Access and Cost | PredPharmNet","agentic_readiness":{"passed":19,"assessed":30,"percent":68},"checks":[{"group":"Agent interaction","id":"semantic_html","check":"Semantic HTML5 & Accessibility","status":"pass","detail":"ARIA attributes found for accessibility"},{"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":"fail","detail":"Few pages have voice-friendly lead paragraphs"},{"group":"Agent interaction","id":"indexability","check":"Indexability & Snippet Eligibility","status":"pass","detail":"robots.txt blocks Google-Extended - content is excluded from Google AI training and grounding"},{"group":"Agent interaction","id":"layout_stability","check":"Layout Stability & Responsiveness","status":"pass","detail":"Viewport is configured and media declares dimensions - static layout-stability signals look good"},{"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":"Lightweight document structure"},{"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":"pass","detail":"Meaningful comparison table found (3+ columns × 3+ rows)"},{"group":"Machine extraction","id":"sentence_atomicity","check":"Sentence Atomicity","status":"pass","detail":"Average 60% atomic sentences across 1 pages (target 40%+)"},{"group":"Machine extraction","id":"entity_density","check":"Entity Density","status":"partial","detail":"Average entity density 14.1% across 1 pages (target >15%)"},{"group":"Machine extraction","id":"definition_patterns","check":"Definition Patterns","status":"pass","detail":"Definition patterns appear early in page content - good for snippet extraction"},{"group":"Machine extraction","id":"answer_capsule_pattern","check":"Answer Capsule Pattern","status":"partial","detail":"2/7 H2 sections have 15-30 word self-contained capsules (29%)"},{"group":"Structured data","id":"schema_markup","check":"Schema.org Structured Data","status":"pass","detail":"Article/FAQPage schema passes the required-property validity check"},{"group":"Structured data","id":"schema_coverage","check":"Schema Coverage & Depth","status":"pass","detail":"6 distinct schema types used: organization, faqpage, webpage, website, breadcrumblist, person"},{"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://predpharmnet.com/llms.txt (HTML page served (not a valid text file))"},{"group":"AI discovery","id":"robots_txt","check":"robots.txt for AI Crawlers","status":"partial","detail":"AI crawlers BLOCKED: gptbot, claudebot"},{"group":"AI discovery","id":"sitemap_completeness","check":"Sitemap Completeness","status":"pass","detail":"26 URLs have lastmod dates"},{"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":"fail","detail":"No hreflang alternate links found"},{"group":"AI discovery","id":"content_licensing","check":"Content Licensing & AI Permissions","status":"partial","detail":"No ai.txt file found"},{"group":"Trust & transparency","id":"entity_consistency","check":"Entity Authority & E-E-A-T","status":"pass","detail":"Social media / sameAs references found on homepage"},{"group":"Trust & transparency","id":"creator_transparency","check":"Creator Transparency","status":"pass","detail":"1/1 sampled pages provide clear visible creator attribution"},{"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":"pass","detail":"dateModified is recent (52 days ago) - freshness bonus applied"},{"group":"Trust & transparency","id":"title_meta_quality","check":"Title & Meta Quality","status":"pass","detail":"1/1 titles are shorter than 10 or longer than 70 characters"},{"group":"Trust & transparency","id":"content_freshness","check":"Content Freshness Signals","status":"pass","detail":"References to 2026 or 2025 found across homepage, suggesting recent updates"},{"group":"Trust & transparency","id":"author_schema_depth","check":"Author & Expert Schema","status":"pass","detail":"Visible author byline or attribution found"}],"fixes":[{"id":"table_list_extractability","title":"Add structured tables and lists","advice":"Present predpharmnet.com's comparison and spec data as real HTML tables and lists agents can extract.","impact":"medium","effort":"low"},{"id":"extraction_friction","title":"Reduce extraction friction","advice":"Lower jargon and boilerplate at the top of predpharmnet.com so agents reach the substance faster.","impact":"critical","effort":"medium"},{"id":"content_licensing","title":"Add ai.txt and content licensing","advice":"State AI-use permissions for predpharmnet.com (an ai.txt or licensing note) so agents know what they may use.","impact":"high","effort":"trivial"},{"id":"methodology_transparency","title":"Explain how content was tested or reviewed","advice":"Add a visible \"how this was made / reviewed\" note on predpharmnet.com to signal trustworthiness.","impact":"high","effort":"low"}],"trust":{"live":true,"last_status":200,"https":true,"technology":"cloudflare","longevity_years":null},"historical":null,"narrative":["predpharmnet.com is live and passes 19 of 30 agentic-readiness checks (68%). It runs on cloudflare over HTTPS.","For AI agents, predpharmnet.com's strongest signals are clean semantic HTML, tidy, crawlable markup, fully indexable pages, and a visually stable layout. Meaningful comparison table found (3+ columns × 3+ rows).","Its main gaps are text that is hard for agents to extract, no speakable schema for voice agents, no llms.txt for agent discovery, and no content feed. An agent can read predpharmnet.com's content but has little machine-readable way to discover it - closing the AI discovery gap would be the fastest lift."],"publication":"index","verified":null,"method":"https://www.markosweb.com/methodology/"}