{"ai_json_enabled":true,"answer":"The Business Brain should expose a canonical, structured structured information that AI can reliably retrieve and compare. Start with a core set of canonical facts, each with a unique fact_id, a name, category, and a stable set of attributes. Link every fact to verifiable proofs (sources or documents) and attach language-aware mappings so the same fact_id can be expressed in multiple languages. This foundation gives AI reliable anchors for comparisons across brands or products without exposing internal notes. Layer the facts with a related set of Q&A entries that map to the facts, plus a Public vs Private layer: the Public Business Brain holds the approved knowledge; the Private Operational layer holds confidential rules. Add governance artifacts: versioned changes, an auditable Change Log, and explicit provenance for every answer. Together these elements let researchers compare offerings across brands using the same core, verifiable foundation rather than noisy scraped content.","answer_source":"approved_business_brain","category":"Business Brain","category_slug":"business-brain","created_at":"2026-10-02T19:30:40+00:00","daily_publish_cap":5,"date_published":"2026-10-02","display_date":"2026-10-02","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20261002-ca6b12d4","image_ids":[],"image_url":"","last_updated":"2026-10-02T19:31:59+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-10-02T19:30:40+00:00","question":"What is the essential schema for the Business Brain to enable cross-competitor AI comparisons?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Fri, 02 Oct 2026 19:30:40 GMT","scheduled_for":"2026-10-02T19:30:40+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"what-is-the-essential-schema-for-the-business-brain-to-enable-cross-competitor-ai-comparisons","source":"daily_qa_otc_business_brain","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_otc_business_brain","source_urls":[],"status":"active","tags":["business-brain","facts-proofs","language-mappings","versioning","daily OTC conversation","core otc","daily drip"],"updated_at":"2026-10-02T19:31:59+00:00"}