{"ai_json_enabled":true,"answer":"No. Network participation improves the amount and organisation of relevant public context under OTC\u2019s control; it does not control independent AI platforms. The network should be evaluated through observable discovery, retrieval, citation and referral evidence over time, not a promise that a particular model must recommend a member.","answer_source":"approved_otc_foundation","category":"The AI Visibility Network","category_slug":"the-ai-visibility-network","confidence":"approved_otc_foundation","created_at":"2026-08-12T02:31:00Z","date_published":"2026-08-12","display_date":"2026-08-12","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"qa-00078-does-joining-an-ai-visibility-network-","image_ids":[],"image_url":"","json_url":"/answer/does-joining-an-ai-visibility-network-guarantee-citations-or-recommendations.json","last_updated":"2026-09-03T06:25:00Z","publish_status":"published","published_at":"2026-08-12T02:31:00Z","question":"Does joining an AI Visibility Network guarantee citations or recommendations?","question_intent":"comparison","rss_enabled":true,"schema_enabled":true,"site_key":"owntheconversationonline","slug":"does-joining-an-ai-visibility-network-guarantee-citations-or-recommendations","source":"otc_foundation","source_record_ids":[],"source_type":"otc_foundation","source_urls":["https://www.owntheconversation.com/"],"status":"published","tags":["the-ai-visibility-network","otc_foundation","flagship","connected_followup"],"updated_at":"2026-09-03T06:25:00Z"}