# Why AI Query Fan Out Has Made Online Reputation Management 10x Harder (Karl Hudson ft James Dooley) Page: https://stenobird.com/podcast/james-dooley-podcast-6915973/why-ai-query-fan-out-has-made-online-reputation-management-10x-harder-karl-hudson-ft-james-dooley Text version: https://stenobird.com/podcast/james-dooley-podcast-6915973/why-ai-query-fan-out-has-made-online-reputation-management-10x-harder-karl-hudson-ft-james-dooley.md Podcast: [James Dooley Podcast](https://stenobird.com/podcast/james-dooley-podcast-6915973) Published: 2026-07-14T09:15:27+00:00 Episode link: https://jamesdooleypodcast.transistor.fm/538 Audio file: https://media.transistor.fm/36b35d00/a2b242b9.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/james-dooley-podcast-6915973/episodes/why-ai-query-fan-out-has-made-online-reputation-management-10x-harder-karl-hudson-ft-james-dooley Duration seconds: 776 ## Resource James Dooley and Carl Hodson discuss why AI query fan out has made online reputation management far harder for reputation management companies and how proactive, AEO-led strategies can control brand sentiment across LLMs in 2026. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/james-dooley-podcast-6915973/episodes/why-ai-query-fan-out-has-made-online-reputation-management-10x-harder-karl-hudson-ft-james-dooley/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/james-dooley-podcast-6915973/why-ai-query-fan-out-has-made-online-reputation-management-10x-harder-karl-hudson-ft-james-dooley.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.