{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"The GEO Show","title":"Information Gain Is All You Need","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/495bea5c\"></iframe>","width":"100%","height":180,"duration":3218,"description":"Welcome to episode 19 of The GEO Show. Paris Childress and Simon dig into information gain: net-new knowledge AI has not already ingested, the 0-100 information gain score inside GEOforge, e-commerce and review paths to lived experience, YouTube AI Overviews citations, and GEO expanding into social, UGC, and influencer go-to-market.\n\nIn this episode:\n\nInformation gain is the anti-slop ingredient\nAI is hungry for net-new knowledge. GEOforge scores information gain from 0 to 100 as the primary forecast for content success.\n\nNovelty is not truth\nHigh novelty still needs corroboration before models cite a claim.\n\nExperience, reviews, and video\nLived use cases and verified reviews beat manufacturer specs. YouTube is a major AI Overviews citation source.\n\nSites as AI crawler databases\nHuman traffic falls while bot visits rise. Structure for retrieval, then earn relevant mentions.\n\n💬 Question: What is the highest-information-gain asset you could publish this month that no model has already trained on?","thumbnail_url":"https://img.transistorcdn.com/7cDHOTKwTPJbamMzkSU5XMeYqbfRSPk5nMQ6zhbTeaI/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9kY2Ri/MGIyZjViNzJiODc5/ZGM5MmJhYmE4NmYx/MTVhYy5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}