# From SEO to AEO: Building a Real Pipeline That AI Engines Actually Cite Page: https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/from-seo-to-aeo-building-a-real-pipeline-that-ai-engines-actually-cite Text version: https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/from-seo-to-aeo-building-a-real-pipeline-that-ai-engines-actually-cite.md Podcast: [Answer Engine Optimization (AEO): The AI Search Podcast](https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998) Published: 2026-07-15T23:35:54+00:00 Episode link: https://share.transistor.fm/s/a492768e Audio file: https://media.transistor.fm/a492768e/26584894.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/episodes/from-seo-to-aeo-building-a-real-pipeline-that-ai-engines-actually-cite Duration seconds: 444 ## Resource How a US family office built a full AEO pipeline from GSC discovery to daily publishing and tracked citations across ChatGPT, Perplexity, and Gemini. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/episodes/from-seo-to-aeo-building-a-real-pipeline-that-ai-engines-actually-cite/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/from-seo-to-aeo-building-a-real-pipeline-that-ai-engines-actually-cite.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.