{"ai_json_enabled":true,"answer":"The image, Q&A and public brain layers are there to make the business easier for AI and humans to understand. Images can support category pages, assistant answers and AI-readable context because they tell the system what the visual example is about. The public brain and Q&A then explain the business in words. Together, those layers make the Digital Twin more than a brochure page. They give readers cleaner facts, examples and relationships to work with.","answer_source":"daily_qa_drip_append","category":"AI-Readable Business Knowledge","category_slug":"ai-readable-business-knowledge","created_at":"2026-08-04T02:27:17+07:00","daily_publish_cap":3,"date_published":"2026-08-03","display_date":"2026-08-03","drip_batch":"control_centre_endpoint","drip_status":"published_topup","id":"drip-auto-20260803-01b2e4e4","image_ids":["supplyonly-category-image-013","supplyonly-general-image-033","supplyonly-general-image-061"],"image_url":"","last_updated":"2026-08-03T19:27:33+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-08-04T02:27:17+07:00","question":"Which business facts should be made clearer before an AI Digital Twin is published?","question_intent":"daily_topup","rss_enabled":true,"rss_pub_date":"Mon, 03 Aug 2026 19:27:17 GMT","scheduled_for":"2026-08-04T02:27:17+07:00","schema_enabled":true,"site_key":"supplyonlydt","slug":"which-business-facts-should-be-made-clearer-before-an-ai-digital-twin-is-published","source":"daily_qa_drip_synthetic_topup","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_drip_synthetic_topup","source_urls":[],"status":"active","tags":["daily drip"],"updated_at":"2026-08-03T19:27:33+00:00"}