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Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In episode 58, Paris Childress, founder of Hop AI and co-founder of GEOforge, walks through his brightonSEO keynote from October 8, 2026 on information gain: the missing metric in most GEO content strategies.
In this episode:
๐ AI is a truffle hunter
AI engines are fed on public information. What they reward is original, useful knowledge only your brand has, buried inside your company and never published.
๐ What information gain means
Information gain is how much new, useful information a passage adds beyond what is already covered. Google filed a patent on it in 2018 for human readers; now the recipient is AI crawlers. GEOforge scores it from 0 to 100%, and Paris suggests content under about 20% may not be worth publishing.
๐ GlycanAge case study
52 pages published, 35 cited in AI answers, with a median of 5.9 days to first AI citation. Google AI share of voice rose from 27.8% to 32.3%, and articles scoring 90% or higher on information gain had the highest median citation rate.
โ
Google on AI-generated content
Google's guidance says generative AI content is acceptable but must be fact-checked for hallucinations. Grounding drafts in your own knowledge base, through retrieval-augmented generation, cuts that editorial burden from the first draft.
๐๏ธ Record everything
Sales calls, customer meetings, support logs, webinars and podcasts are the richest ongoing source of proprietary knowledge. Feed them into the knowledge base and AI can answer prospects the way your best salesperson does.
๐งญ Measuring it
Add AI chatbots to the "How did you hear about us?" field, match answers to opportunities in your CRM, and track how much pipeline AI influences as a first touch.
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://youtu.be/CfAm-KpYuUU
๐ฌ Question: what is one truffle buried inside your company that AI has never seen?
Welcome to The GEO Show, episode 57, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
This episode is a special: Paris Childress, founder of Hop AI and co-founder of GEOforge, takes the show to the exhibition floor at brightonSEO in Brighton. On day two, Friday October 9, 2026, he asked the same three questions of 29 guests across 26 interviews: GEO or something else, what is the most overrated tactic, and what is the most underrated one?
In this episode:
Paris also gave his talk "Information Gain: The Missing Metric in Every GEO Content Strategy?" at brightonSEO on October 8.
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://youtu.be/GEN5sniZx1g
๐ฌ Question: Which GEO tactic do you think is overrated, and which one is your sleeper pick?
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this solo episode, Paris Childress, founder of Hop AI and co-founder of GEOforge, walks through this week's top GEO stories under one theme: execution is commoditizing, but source behavior is not.
In this episode:
Catch Paris at How to Web in Bucharest, then BrightonSEO on Thursday, October 8, at 9:30 AM, on information gain.
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://youtu.be/U0biJ2_gH4c
๐ฌ Question: If AI recognizes your brand by name but never puts you on the shortlist, what would it take to become recommendable
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this solo episode, Paris Childress, founder of Hop AI and co-founder of GEOforge, walks through this week's top GEO stories, led by a 1,089-brand study that finds clarity beats schema markup for AI recommendations.
In this episode:
Catch Paris at BrightonSEO on Thursday, October 8, at 9:30 AM, speaking about information gain.
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://youtu.be/hCl1-SqgR-c
๐ฌ Question: If schema alone doesn't move AI recommendations, how clearly does your site say what you offer and who it's for?
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this episode, Paris Childress, founder of Hop AI and co-founder of GEOforge, talks with Miranda Hoover, founder and CEO of 3C-House, a Nevada government affairs, lobbying, PR, and business development firm, about why AI can't keep up with live legislation, and what a real-time data feed for AI could look like.
In this episode:
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://youtu.be/WVZd5miX9LE
๐ฌ Question: If AI only trusts a few official sources in your industry, what would it take for your data to become one of them?
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this solo roundup, Paris Childress, founder of Hop AI and co-founder of GEOforge, covers nine stories from the week in AI search. The lead story: OpenAI's always-on Dots agents, and why prompt tracking will capture less of a brand's AI visibility as agents do more of the prompting.
In this episode:
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://youtu.be/t6YnwMMyMe4
๐ฌ Question: How will you measure AI visibility when agents, not people, start the conversation?
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this solo roundup, Paris Childress, founder of Hop AI and co-founder of GEOforge, covers eight stories from the week in AI search. The theme: the category is moving from "can you track AI" to "can you measure the right market and influence the right sources."
In this episode:
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: ๐ฌ Question: Are you tracking more prompts, or running the same prompts more often?
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this episode, Paris Childress, founder of Hop AI and co-founder of GEOforge, sits down with Simon Yong of Question.Marketing to talk about why AI citations behave nothing like SEO rankings, and why YouTube may be the shortest path to AI visibility.
In this episode:
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: ๐ฌ Question: Are you still treating AI citations like rankings, or refreshing the content you want AI to cite?
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this solo roundup, Paris Childress, founder of Hop AI and co-founder of GEOforge, covers nine stories from the week in AI search, led by Profound's new data showing that AI citations have a half-life.
In this episode:
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://www.youtube.com/watch?v=txnL3Yuqowo
๐ฌ Question: How often do you refresh the pages you want AI to cite?
Welcome to The GEO Show, the briefing on Generative Engine Optimization and AI visibility. Brought to you by GEOforge.
In this solo roundup, Paris Childress, founder of Hop AI and co-founder of GEOforge, covers nine stories from the week in AI search, led by a Machine Relations analysis showing that funding won't buy you AI citations.
In this episode:
Subscribe to The GEO Show wherever you get your podcasts. Full episode on YouTube: https://www.youtube.com/watch?v=INB0-iSYbJY
๐ฌ Question: What has moved your AI visibility more, press coverage or your own content getting cited?
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