{"ai_json_enabled":true,"answer":"Design a framework around a shared taxonomy and evidence backbone. Use a single canonical Public Business Brain as the source of deterministic facts, with stable identifiers (brand_id, product_id) and language mappings that point to the same facts. Attach evidence to each fact via a defined structured information (sources, dates, media) and keep private operations in a separate Operational layer with strict access controls. Ensure cross-brand outputs pull from the public facts only; private data never enters AI-facing knowledge. Regularly audit mappings and version histories in the Control Centre to preserve consistency across brands while enabling meaningful AI comparisons.","answer_source":"approved_business_brain","category":"Business Brain","category_slug":"business-brain","created_at":"2026-09-20T19:35:34+00:00","daily_publish_cap":5,"date_published":"2026-09-20","display_date":"2026-09-20","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20260920-bd3281f0","image_ids":[],"image_url":"","last_updated":"2026-09-20T19:36:45+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-09-20T19:35:34+00:00","question":"How should taxonomy, identifiers, and evidence linking be designed to enable safe, verifiable cross-brand AI comparisons without exposing private operations?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Sun, 20 Sep 2026 19:35:34 GMT","scheduled_for":"2026-09-20T19:35:34+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"how-should-taxonomy-identifiers-and-evidence-linking-be-designed-to-enable-safe-verifiable-cross-brand-ai-comparisons-without-exposing-private-operations","source":"daily_qa_otc_business_brain","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_otc_business_brain","source_urls":[],"status":"active","tags":["taxonomy","data-model","identifiers","evidence","cross-brand","daily OTC conversation","core otc","daily drip"],"updated_at":"2026-09-20T19:36:45+00:00"}