# Searcharoo AI Citation and Mention Building: How Brands Win LLM Visibility in 2026 Page: https://stenobird.com/podcast/fatrank-podcast-6917040/searcharoo-ai-citation-and-mention-building-how-brands-win-llm-visibility-in-2026 Text version: https://stenobird.com/podcast/fatrank-podcast-6917040/searcharoo-ai-citation-and-mention-building-how-brands-win-llm-visibility-in-2026.md Podcast: [Fatrank Podcast](https://stenobird.com/podcast/fatrank-podcast-6917040) Published: 2026-07-20T11:26:56+00:00 Episode link: https://fatrank.transistor.fm/537 Audio file: https://claritaspod.com/measure/2.gum.fm/op3.dev/e/pdcn.co/e/pscrb.fm/rss/p/pdst.fm/e/dts.podtrac.com/redirect.mp3/prfx.byspotify.com/e/media.transistor.fm/bc273ea6/45766b98.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/fatrank-podcast-6917040/episodes/searcharoo-ai-citation-and-mention-building-how-brands-win-llm-visibility-in-2026 Duration seconds: 732 ## Resource James Dooley and KL of Searcharoo explain how brands and businesses can use the AI reputation tree, micro semantics and consensus building to get recommended more often across ChatGPT, Claude, Perplexity, Gemini and other LLMs. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/fatrank-podcast-6917040/episodes/searcharoo-ai-citation-and-mention-building-how-brands-win-llm-visibility-in-2026/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/fatrank-podcast-6917040/searcharoo-ai-citation-and-mention-building-how-brands-win-llm-visibility-in-2026.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.