{"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":"GEO-SEO Claude: The Open-Source Tool Disrupting AI Audits","slug":"geo-seo-claude-the-open-source-tool-disrupting-ai-audits","published_at":"2026-04-19T13:30:52+00:00","page_url":"https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/geo-seo-claude-the-open-source-tool-disrupting-ai-audits","show_page_url":"https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998","url":"https://share.transistor.fm/s/8d3e9d6f","audio_url":"https://media.transistor.fm/8d3e9d6f/e0f1efe6.mp3","summary":"The rise of open-source tools like GEO-SEO Claude is disrupting the expensive AI audit market by democratizing access to generative engine optimization. This episode explores how businesses must shift from traditional SEO ranking to ensuring content is cited directly within AI-synthesized answers.","meta_description":"Discover how GEO-SEO Claude is disrupting AI audits and how to optimize your content for visibility in ChatGPT, Perplexity, and Google AI Overviews.","key_points":["Main idea: Generative Engine Optimization (GEO) focuses on being the information presented in AI answers rather than just a link on page one","Disruptive force: Open-source tools like GEO-SEO Claude provide comprehensive AI audits for free, challenging agencies charging thousands for similar services","Technical mechanism: The tool uses a skill orchestrator and specialized subskills to perform crawler analysis and citability scoring","Practical takeaway: Effective GEO requires validating content against frameworks like E-E-A-T to ensure AI models can find, understand, and cite it","Failure mode: Relying solely on traditional SEO ranking strategies risks losing visibility as users shift toward LLM-based information retrieval"],"chapters":[{"start_ms":0,"title":"The Shift to AI Search","summary":"Introduction to the changing landscape of search and the emergence of the AEO Engine."},{"start_ms":60000,"title":"The Disruption of AI Audits","summary":"How the open-source GEO-SEO Claude tool is challenging high-priced agency audit services."},{"start_ms":120000,"title":"Defining GEO vs. SEO","summary":"The fundamental difference between ranking on a search results page and being the synthesized answer in an LLM."},{"start_ms":180000,"title":"Under the Hood: Orchestration and Subskills","summary":"A technical look at the tool's architecture, including crawler analysis and citability scoring."},{"start_ms":240000,"title":"Data Integration and Performance","summary":"How integrating Google Search Console and Analytics 4 provides a holistic view of AI-driven traffic growth."},{"start_ms":360000,"title":"The Democratization of SEO Analysis","summary":"How open-source accessibility allows for large-scale, automated audits of vast amounts of content."},{"start_ms":420000,"title":"Future-Proofing with AEO","summary":"Strategies for B2B and e-commerce brands to ensure discoverability across ChatGPT, Perplexity, and Google AI Overviews."}],"topics":["Generative Engine Optimization","AI Search","GEO-SEO Claude","LLM Optimization","AI Audits","Content Citability","Search Engine Optimization","AEO Engine"],"duration_seconds":530,"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/geo-seo-claude-the-open-source-tool-disrupting-ai-audits/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/geo-seo-claude-the-open-source-tool-disrupting-ai-audits.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}