{"podcast":{"title":"Latent Space: The AI Engineer Podcast","slug":"latent-space-ai-engineer","podcast_index_feed_id":6058902,"rss_url":"https://api.substack.com/feed/podcast/1084089.rss","website_url":"https://www.latent.space/podcast","image_url":"https://substackcdn.com/feed/podcast/1084089/ca7468da5614a246d2906ee8926f6de7.jpg","author":"Latent.Space","episode_count":204,"summary":"The AI Engineer newsletter + Top technical AI podcast. How leading labs build Agents, Models, Infra, & AI for Science. See https://latent.space/about for highlights from Greg Brockman, Andrej Karpathy, George Hotz, Simon Willison, Soumith Chintala et al!","last_synced_at":null,"page_url":"https://stenobird.com/podcast/latent-space-ai-engineer"},"episode":{"title":"AI is Eating Search","slug":"ai-is-eating-search","published_at":"2025-07-23T15:00:00+00:00","page_url":"https://stenobird.com/podcast/latent-space-ai-engineer/ai-is-eating-search","show_page_url":"https://stenobird.com/podcast/latent-space-ai-engineer","url":"https://www.latent.space/p/ai-is-eating-search","audio_url":"https://api.substack.com/feed/podcast/186621835/697c8104e67c3d923434446f54c76e41.mp3","summary":"ChatGPT handles 2.5B prompts/day and is on track to match Google’s daily searches by end of 2026. AI agents don’t browse like us—they crave queryable, chunkable data for tools like ChatGPT & Perplexity. A new industry is being born, some are calling it AI SEO, others GEO, but what is clear is that it drives amazing results. Businesses are seeing 2-4x higher conversion from visitors coming from AI compared to traditional search. Robert McCloy is the co-founder of Scrunch AI (https://scrunchai.com/), a fast growing company that helps brands and businesses re-write their content on the fly based on what agents are looking for. Full Video Episode Timestamps 00:00 Intro & Guest Introduction 01:30 The Genesis of Scrunch AI & AI Search Impact 06:02 AI Search Engines vs. Traditional SEO 06:28 Monitoring Prompts & The AI Search Stack 08:26 AI Training Data, Crawlers, and Content Strategy 12:33 AI Browsers and the Future of Web Consumption 16:06 Technical Mechanisms of AI Search & SEO Relevance 28:44 Personalization, Agent Experience, and Customer Journeys 30:44 Prompt Clusters, User Intent, and B2B Buying Patterns 36:06 Optimization Tactics: Prompt Injection, Content, and Pitfalls 40:37 Technical Content Delivery: JavaScript, Programmatic SEO, and LMS.txt 47:31 Case Studies & Conversion Optimization 51:36 Market Share & Platform Trends in AI Search 55:10 Wrap-Up & Future of AI-Driven Web This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.latent.space/subscribe","meta_description":"ChatGPT handles 2.5B prompts/day and is on track to match Google’s daily searches by end of 2026. AI agents don’t browse like us—they crave queryable, chu…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3382,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/latent-space-ai-engineer/episodes/ai-is-eating-search/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/latent-space-ai-engineer/ai-is-eating-search.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}