ChatGPT Is Choosing What People Buy episode artwork

EPISODE · Jun 12, 2026 · 44 MIN

ChatGPT Is Choosing What People Buy

from Thinking On Paper · host Mark Fielding and Jeremy Gilbertson

Have you used Google Search recently? Exactly. Most companies, and most people, still think about Google when they think about search. They’re still spending heavily to rank there and paying for the ads around it.But more people are asking ChatGPT, Claude and Gemini what to buy, read, use or trust.SEO isn’t disappearing. It’s evolving into GEO.Awad Sayeed, co-founder and CTO of Parsnipp AI, joins Thinking on Paper to explain generative engine optimisation, or GEO, and how companies can become more visible inside ChatGPT, Claude, Gemini and other AI answer engines.Traditional SEO focuses on keywords, backlinks and rankings. GEO is more dependent on context: who the user is, what they’ve already asked, what they’re trying to achieve and how an AI system retrieves and combines information.In this episode, we discuss:How generative engine optimisation differs from SEOWhy context matters more than keywords in AI searchHow ChatGPT, Claude and Gemini use information differentlyWhat persona-based agents reveal about brand visibilityHow structured data helps AI systems understand websitesWhy comparison pages and clear product information matterWhat black-hat GEO could look likeHow AI-generated content could pollute the internetWhether brands should create separate experiences for humans and AI agentsHow advertising may develop inside AI assistantsAwad argues that GEO doesn’t replace SEO. Strong websites, useful content and clear structure still matter. But companies now need to think about whether AI systems can retrieve, interpret and recommend their information in the right context.And as this is Thinking On Paper, we ask about the human impact, the wider change in the structure of the internet, trust, data and consumerism. Please enjoy the show.--🏠 Buy us a beer on Substack🫵 Choose your own technology adventure 📺  Watch our beautiful faces on YouTube 🎧 Remember Steve Jobs on APPLE📺 Get clips and exclusive videos on Instagram --Chapters(00:00) Introduction to Generative Engine Optimization (03:36) Understanding Persona-Based Agents (06:23) The Transition from SEO to GEO(09:06) Context in LLMs and GEO(11:41) Black Hat Strategies in GEO(14:22) The Future of the Internet(16:58) Advertising in the Age of GEO(19:37) The Impact of GEO (28:22) The Evolution of AI Models (29:03) Integrating AI into Business Strategies(29:52) Agents vs. Humans(32:10) The Future of SEO and GEO(34:08) Tools for Visibility and Analytics in AI(36:00) Customer-Driven Development(39:23) The Role of Storytelling in GEO(42:04) Model Transparency and the Future of AI

Have you used Google Search recently? Exactly. Most companies, and most people, still think about Google when they think about search. They’re still spending heavily to rank there and paying for the ads around it.But more people are asking ChatGPT, Claude and Gemini what to buy, read, use or trust.SEO isn’t disappearing. It’s evolving into GEO.Awad Sayeed, co-founder and CTO of Parsnipp AI, joins Thinking on Paper to explain generative engine optimisation, or GEO, and how companies can become more visible inside ChatGPT, Claude, Gemini and other AI answer engines.Traditional SEO focuses on keywords, backlinks and rankings. GEO is more dependent on context: who the user is, what they’ve already asked, what they’re trying to achieve and how an AI system retrieves and combines information.In this episode, we discuss:How generative engine optimisation differs from SEOWhy context matters more than keywords in AI searchHow ChatGPT, Claude and Gemini use information differentlyWhat persona-based agents reveal about brand visibilityHow structured data helps AI systems understand websitesWhy comparison pages and clear product information matterWhat black-hat GEO could look likeHow AI-generated content could pollute the internetWhether brands should create separate experiences for humans and AI agentsHow advertising may develop inside AI assistantsAwad argues that GEO doesn’t replace SEO. Strong websites, useful content and clear structure still matter. But companies now need to think about whether AI systems can retrieve, interpret and recommend their information in the right context.And as this is Thinking On Paper, we ask about the human impact, the wider change in the structure of the internet, trust, data and consumerism. Please enjoy the show.--🏠 Buy us a beer on Substack🫵 Choose your own technology adventure 📺  Watch our beautiful faces on YouTube 🎧 Remember Steve Jobs on APPLE📺 Get clips and exclusive videos on Instagram --Chapters(00:00) Introduction to Generative Engine Optimization (03:36) Understanding Persona-Based Agents (06:23) The Transition from SEO to GEO(09:06) Context in LLMs and GEO(11:41) Black Hat Strategies in GEO(14:22) The Future of the Internet(16:58) Advertising in the Age of GEO(19:37) The Impact of GEO (28:22) The Evolution of AI Models (29:03) Integrating AI into Business Strategies(29:52) Agents vs. Humans(32:10) The Future of SEO and GEO(34:08) Tools for Visibility and Analytics in AI(36:00) Customer-Driven Development(39:23) The Role of Storytelling in GEO(42:04) Model Transparency and the Future of AI

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This episode is 44 minutes long.

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This episode was published on June 12, 2026.

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Have you used Google Search recently? Exactly. Most companies, and most people, still think about Google when they think about search. They’re still spending heavily to rank there and paying for the ads around it.But more people are asking ChatGPT,...

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