Episode Summary

James Dooley speaks with Sergey Lucktinov about how generative AI engines choose which sources to cite in AI answers. Sergey breaks down the full multi stage citation process, starting with query fan out, metadata filtering, and early result elimination, before explaining how LLMs deeply parse a small set of trusted pages. The discussion covers why prompt injection is risky, why semantic SEO and macro content structure matter, and how clarity, stability, speed, and cost of information retrieval influence whether a page is selected. They also explore why layout stability, time to first byte, and precise definitions increase trust, and how aligning content structure with how LLMs process information improves long term citation visibility.Where to Listen to This EpisodeHow Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov is available across all major podcast platforms. Choose your preferred platform below.Listen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on TransistorListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on Pocket CastsListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on Amazon MusicListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on SpotifyListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on PodverseListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on Pod.linkListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on CastroListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on CastboxListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on Podcast AddictListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on DeezerListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on Listen NotesListen to How Generative Engines Choose Citations? James Dooley Interviews Sergey Lucktinov on Podcast GuruListen to How Generative Engines Choose Citations? James Dooley Interviews Ser
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