EPISODE · May 20, 2026 · 45 MIN
SEO is Dead: The Rise of Answer Engine Optimization
from Applied Intelligence
In this episode of Applied Intelligence, Keith Richman sits down with Graphite founder Marcos Ciarrocchi to explore the massive shift from traditional SEO to AI-driven Answer Engine Optimization (AEO). Marcos explains how Large Language Models (LLMs) and AI agents are changing the way users search, and what this means for both publishers and brands. Learn actionable strategies to optimize your brand for AI consensus, leverage "information gain" to stand out, and structure your website data so AI models can easily cite your products. Whether you're trying to influence ChatGPT, Claude, or Google's Gemini, Marcos breaks down how to build topical authority, track AI citations, and capture high-converting referral traffic in the new agentic search era. TImestamps 0:00 Intro 0:52 How LLMs Changed the Search Journey 1:59 Retrieval, Grounding, and Fresh Data 3:15 What AI Search Means for Brands vs. Publishers 4:32 Authority, Trust, and Spam in AI Search 5:43 The New Search Engine Fragmentation 7:28 How ChatGPT Uses Search to Ground Answers 9:24 “Agent Optimization” and the Future of SEO 9:46 Where Brands Should Start Right Now 11:27 Is AI Search Replacing Google Search? 12:38 Why Off-Site Footprint Matters More Now 13:13 Reddit, YouTube, and Unexpected AI Citations 14:28 How to Build Pages AI Models Can Actually Use 15:08 What Happens When an AI Searches for You 17:03 Citation Rate as a New Marketing KPI 18:37 Consensus, Repetition, and Model Recommendations 19:19 The Modern SEO Content Playbook 20:16 Chunking, Context Windows, and AI-Friendly Content 21:35 Making Product Claims Easy for Models to Understand 22:50 Podcasts, Experts, and Information Gain 24:19 Why Unique Perspective Beats Generic Content 25:23 Interactive Content, Calculators, and Product POV 26:36 Why Brand Personality Matters More in AI Search 28:12 Can Smaller Brands Win in AI Search? 28:40 Topical Authority and Finding Your Wedge 31:12 The Long-Tail Opportunity in Personalized AI Search 33:09 Measuring the Business Impact of AI Search 34:01 AI Referral Traffic and Dark Attribution 36:26 Tools for Tracking AI Visibility 38:46 The Future SEO Job Title 40:12 Which Models Should Brands Optimize For? 42:30 Building a Google Flights MCP Travel Tool 44:33 What Agentic Search Means for Travel and Commerce #ArtificialIntelligence #SEO #AEO #DigitalMarketing #ChatGPT #LLM #BusinessStrategy #MarketingTips #SearchEngineOptimization #TechTrends
What this episode covers
In this episode of Applied Intelligence, Keith Richman sits down with Graphite founder Marcos Ciarrocchi to explore the massive shift from traditional SEO to AI-driven Answer Engine Optimization (AEO). Marcos explains how Large Language Models (LLMs) and AI agents are changing the way users search, and what this means for both publishers and brands. Learn actionable strategies to optimize your brand for AI consensus, leverage "information gain" to stand out, and structure your website data so AI models can easily cite your products. Whether you're trying to influence ChatGPT, Claude, or Google's Gemini, Marcos breaks down how to build topical authority, track AI citations, and capture high-converting referral traffic in the new agentic search era. TImestamps 0:00 Intro 0:52 How LLMs Changed the Search Journey 1:59 Retrieval, Grounding, and Fresh Data 3:15 What AI Search Means for Brands vs. Publishers 4:32 Authority, Trust, and Spam in AI Search 5:43 The New Search Engine Fragmentation 7:28 How ChatGPT Uses Search to Ground Answers 9:24 “Agent Optimization” and the Future of SEO 9:46 Where Brands Should Start Right Now 11:27 Is AI Search Replacing Google Search? 12:38 Why Off-Site Footprint Matters More Now 13:13 Reddit, YouTube, and Unexpected AI Citations 14:28 How to Build Pages AI Models Can Actually Use 15:08 What Happens When an AI Searches for You 17:03 Citation Rate as a New Marketing KPI 18:37 Consensus, Repetition, and Model Recommendations 19:19 The Modern SEO Content Playbook 20:16 Chunking, Context Windows, and AI-Friendly Content 21:35 Making Product Claims Easy for Models to Understand 22:50 Podcasts, Experts, and Information Gain 24:19 Why Unique Perspective Beats Generic Content 25:23 Interactive Content, Calculators, and Product POV 26:36 Why Brand Personality Matters More in AI Search 28:12 Can Smaller Brands Win in AI Search? 28:40 Topical Authority and Finding Your Wedge 31:12 The Long-Tail Opportunity in Personalized AI Search 33:09 Measuring the Business Impact of AI Search 34:01 AI Referral Traffic and Dark Attribution 36:26 Tools for Tracking AI Visibility 38:46 The Future SEO Job Title 40:12 Which Models Should Brands Optimize For? 42:30 Building a Google Flights MCP Travel Tool 44:33 What Agentic Search Means for Travel and Commerce #ArtificialIntelligence #SEO #AEO #DigitalMarketing #ChatGPT #LLM #BusinessStrategy #MarketingTips #SearchEngineOptimization #TechTrends
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SEO is Dead: The Rise of Answer Engine Optimization
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