{"ai_json_enabled":true,"answer":"Local AI Discovery should keep locale signals anchored to hub facts instead of duplicating content. Each locale links to hub_fact_id with a locale_fact_id and its own proofs. Implement automated drift detection that flags diverging locale mappings; route updates through Change Control; version changes in a Change Log; publish locale changes to locale surfaces while preserving hub integrity. The provenance panel should attribute which locale contributed which proofs, without duplicating central content. Operational steps include: 1) define locale_fact_id per locale that references hub_fact_id; 2) attach locale-specific proofs to hub facts; 3) run nightly drift checks; 4) push changes via Change Center with a staged rollout; 5) provide an auditable history for executives.","answer_source":"approved_business_brain","category":"Local AI Discovery","category_slug":"local-ai-discovery","created_at":"2026-10-17T19:30:49+00:00","daily_publish_cap":5,"date_published":"2026-10-17","display_date":"2026-10-17","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20261017-a8a6047c","image_ids":[],"image_url":"","last_updated":"2026-10-17T19:32:25+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-10-17T19:30:49+00:00","question":"How should Local AI Discovery scale attribution for a multi-location brand while avoiding content duplication and preserving hub integrity?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Sat, 17 Oct 2026 19:30:49 GMT","scheduled_for":"2026-10-17T19:30:49+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"how-should-local-ai-discovery-scale-attribution-for-a-multi-location-brand-while-avoiding-content-duplication-and-preserving-hub-integrity","source":"daily_qa_otc_business_brain","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_otc_business_brain","source_urls":[],"status":"active","tags":["local-ai-discovery","attribution","hub-integrity","daily OTC conversation","core otc","daily drip"],"updated_at":"2026-10-17T19:32:25+00:00"}