{"ai_json_enabled":true,"answer":"Publish a centralized Public Business Brain with deterministic facts and language-aware mappings that point to the same fact IDs across languages. Attach verifiable sources and proofs to each fact, and structure Q&A around topic-to-proof relationships. Keep private procedures in a separate Operational layer with strict access controls. Use a Control Centre to version updates and ensure localizations reference the hub\u2019s identifiers so AI Mode can generate consistent cross-language overviews while protecting private data.","answer_source":"approved_business_brain","category":"AEO, GEO and AI Search Terminology","category_slug":"aeo-geo-and-ai-search-terminology","created_at":"2026-09-23T19:40:16+00:00","daily_publish_cap":5,"date_published":"2026-09-23","display_date":"2026-09-23","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20260923-cf4ae4b4","image_ids":[],"image_url":"","last_updated":"2026-09-23T19:41:44+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-09-23T19:40:16+00:00","question":"How can you design an AI-ready data schema that supports reliable cross-language AI Mode overviews without exposing private operations?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Wed, 23 Sep 2026 19:40:16 GMT","scheduled_for":"2026-09-23T19:40:16+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"how-can-you-design-an-ai-ready-data-schema-that-supports-reliable-cross-language-ai-mode-overviews-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":["AI-ready data","language mappings","AI Mode","cross-language","proofs","Public Brain","daily OTC conversation","core otc","daily drip"],"updated_at":"2026-09-23T19:41:44+00:00"}