{"podcast":{"title":"Answer Engine Optimization (AEO): The AI Search Podcast","slug":"answer-engine-optimization-aeo-the-ai-search-podcast-7756998","podcast_index_feed_id":7756998,"rss_url":"https://feeds.transistor.fm/aeo-engine-ai-search-show","website_url":"https://aeoengine.ai","image_url":"https://img.transistorcdn.com/zSuBki8a-UnBBIDVwHrDe-F3ZlgSGxtUolU9c1LN8sM/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8yNGE4/MjdjYmFkYTNjNDBj/NWU4ZTFiMzdkZTI5/YWVhYy5wbmc.jpg","author":"AEO Engine","episode_count":112,"summary":"Answer Engine Optimization (AEO) is how your brand gets cited, recommended, and surfaced inside ChatGPT, Perplexity, Google AI Overviews, and Claude. This is the daily podcast for marketers, founders, and SEOs who want their brand to be the answer AI engines give. Each episode breaks down a new AEO tactic, a real algorithm change, or a brand that just won (or lost) visibility inside AI search. Topics include: how ChatGPT decides which brands to recommend, how Perplexity chooses its sources, how Google AI Overviews differ from traditional SERPs, how to structure content for LLM citation, schema strategies for answer engines, and the emerging field of Generative Engine Optimization (GEO). Brought to you by AEO Engine — the platform brands use to monitor, measure, and grow their AI search visibility. Whether you're a B2B marketer, DTC founder, or in-house SEO, this podcast turns the daily chaos of AI search into a concrete playbook you can execute on. New episode every morning. Transcripts on every episode. Subscribe to stay ahead of how AI engines rank and recommend brands.","last_synced_at":"2026-06-17T08:18:55.452836+00:00","page_url":"https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998"},"episode":{"title":"Winning AI Search: The Commodity vs. Non-Commodity Content Divide","slug":"winning-ai-search-the-commodity-vs-non-commodity-content-divide","published_at":"2026-04-26T12:03:20+00:00","page_url":"https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/winning-ai-search-the-commodity-vs-non-commodity-content-divide","show_page_url":"https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998","url":"https://share.transistor.fm/s/6a3c612f","audio_url":"https://media.transistor.fm/6a3c612f/b438b7d9.mp3","summary":"Google's Danny Sullivan has identified a growing divide between 'commodity' content that is becoming invisible in AI search and 'non-commodity' content that wins. This episode explores how to pivot from generic keyword-driven articles to high-authority, unique expertise that AI engines like ChatGPT and Perplexity prioritize.","meta_description":"Learn how to survive the AI search shift by moving from commodity content to non-commodity expertise to win in Google AI Overviews and LLM answers.","key_points":["Main idea: AI search engines are deprioritizing generic, easily replicable 'commodity' content in favor of unique, expert-driven 'non-commodity' insights","Practical takeaway: To gain visibility in AI answers, focus on surfacing proprietary data, case studies, and lived experiences that cannot be easily hallucinated or rehashed","Failure mode: Relying on high-volume, generic keyword research strategies will lead to brand invisibility as AI engines move toward providing direct answers","Strategic shift: SEO must evolve from optimizing for links to optimizing for 'answerability' through structured data, leadership profiles, and authoritative citations","Success metric: High-quality, non-commodity content can drive significantly higher conversion rates compared to traditional cold search traffic"],"chapters":[{"start_ms":60000,"title":"The Commodity vs. Non-Commodity Divide","summary":"An analysis of Danny Sullivan's framework regarding why generic content is losing visibility in AI-driven search results."},{"start_ms":120000,"title":"Defining AEO Visibility","summary":"Understanding how AI differentiates between easily replicable facts and unique, value-driven perspectives."},{"start_ms":180000,"title":"The Mechanics of AI Prioritization","summary":"Exploring whether Answer Engine Optimization (AEO) is a departure from traditional SEO or an evolution of core principles."},{"start_ms":240000,"title":"Evolution, Not Abandonment","summary":"How to maintain core SEO values while adapting to new criteria like clear, fast, and direct answers for AI users."},{"start_ms":300000,"title":"Signals of Authority","summary":"Identifying the technical and structural elements—like schema and case studies—that signal expertise to AI systems."},{"start_ms":360000,"title":"The End of Generic Content Churn","summary":"Why the era of high-volume, low-value content creation is ending and what it means for content strategy."},{"start_ms":420000,"title":"The Strategic Pivot","summary":"How businesses must rethink their content workflows to extract and articulate proprietary expertise."}],"topics":["Answer Engine Optimization","AI Search","Google Search Liaison","Content Strategy","Search Engine Optimization","LLM Optimization","Digital Marketing","Information Retrieval"],"duration_seconds":650,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/episodes/winning-ai-search-the-commodity-vs-non-commodity-content-divide/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/winning-ai-search-the-commodity-vs-non-commodity-content-divide.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}