{"domain":"afriklang.com","url":"https://www.markosweb.com/www/afriklang.com/","checked_at":"2026-08-27","title":"African Speech Data for AI & CPaaS Platforms | Afriklang","agentic_readiness":{"passed":13,"assessed":30,"percent":59},"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":"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":"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":"partial","detail":"88KB of inline CSS/JS across the document"},{"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":"pass","detail":"Average 42% atomic sentences across 1 pages (target 40%+)"},{"group":"Machine extraction","id":"entity_density","check":"Entity Density","status":"pass","detail":"Average entity density 23.0% across 1 pages (target >15%)"},{"group":"Machine extraction","id":"definition_patterns","check":"Definition Patterns","status":"fail","detail":"No definition patterns found"},{"group":"Machine extraction","id":"answer_capsule_pattern","check":"Answer Capsule Pattern","status":"partial","detail":"4/12 H2 sections have 15-30 word self-contained capsules (33%)"},{"group":"Structured data","id":"schema_markup","check":"Schema.org Structured Data","status":"pass","detail":"Organization or LocalBusiness schema found on homepage"},{"group":"Structured data","id":"schema_coverage","check":"Schema Coverage & Depth","status":"pass","detail":"4 distinct schema types used: organization, service, website, offer"},{"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://afriklang.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":"12 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":"partial","detail":"No phone number 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":"Some process transparency exists, but it is inconsistent"},{"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":"partial","detail":"3 visible element(s) with datetime attribute found across homepage"},{"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":"partial","detail":"No JSON-LD date properties (datePublished/dateModified) found across homepage"},{"group":"Trust & transparency","id":"author_schema_depth","check":"Author & Expert Schema","status":"partial","detail":"No Person schema found across homepage"}],"fixes":[{"id":"table_list_extractability","title":"Add structured tables and lists","advice":"Present afriklang.com's comparison and spec data as real HTML tables and lists agents can extract.","impact":"critical","effort":"medium"},{"id":"definition_patterns","title":"Add definition-style content","advice":"Add clear \"X is ...\" definitions on afriklang.com so agents can lift direct answers.","impact":"critical","effort":"medium"},{"id":"content_freshness","title":"Add content freshness signals","advice":"Refresh and re-date afriklang.com's key pages so agents see it as maintained.","impact":"high","effort":"low"},{"id":"entity_consistency","title":"Strengthen entity authority (NAP)","advice":"Make afriklang.com's name, address and phone consistent and add Organization schema to anchor its identity.","impact":"medium","effort":"low"}],"trust":{"live":true,"last_status":200,"https":true,"technology":"cloudflare","longevity_years":null,"audit_access":"open"},"historical":null,"narrative":["afriklang.com is live and passes 13 of 30 agentic-readiness checks (59%). It runs on cloudflare over HTTPS.","For AI agents, afriklang.com's strongest signals are clean semantic HTML, tidy, crawlable markup, fully indexable pages, and a visually stable layout. Average 42% atomic sentences across 1 pages (target 40%+).","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 afriklang.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/"}