# How Harmonic Centrality Powers Common Crawl's CC Rank and AI Visibility (ft Stephen Burns) Page: https://stenobird.com/podcast/james-dooley-podcast-6915973/how-harmonic-centrality-powers-common-crawl-s-cc-rank-and-ai-visibility-ft-stephen-burns Text version: https://stenobird.com/podcast/james-dooley-podcast-6915973/how-harmonic-centrality-powers-common-crawl-s-cc-rank-and-ai-visibility-ft-stephen-burns.md Podcast: [James Dooley Podcast](https://stenobird.com/podcast/james-dooley-podcast-6915973) Published: 2026-08-28T06:48:39+00:00 Episode link: https://jamesdooleypodcast.transistor.fm/621 Audio file: https://media.transistor.fm/3b8967b0/5500fbcc.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/james-dooley-podcast-6915973/episodes/how-harmonic-centrality-powers-common-crawl-s-cc-rank-and-ai-visibility-ft-stephen-burns Duration seconds: 305 ## Resource James Dooley and Stephen Burns from Common Crawl explain how harmonic centrality drives CC Rank, why crawl frequency matters, and how a stronger web-graph position can improve brand memory and visibility inside large language models. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/james-dooley-podcast-6915973/episodes/how-harmonic-centrality-powers-common-crawl-s-cc-rank-and-ai-visibility-ft-stephen-burns/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/james-dooley-podcast-6915973/how-harmonic-centrality-powers-common-crawl-s-cc-rank-and-ai-visibility-ft-stephen-burns.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.