# Fan out analysis, Local rank checks in AI

Page: https://stenobird.com/podcast/voices-of-search-a-search-engine-optimization-seo-content-marketing-podcast-754186/fan-out-analysis-local-rank-checks-in-ai
Text version: https://stenobird.com/podcast/voices-of-search-a-search-engine-optimization-seo-content-marketing-podcast-754186/fan-out-analysis-local-rank-checks-in-ai.md
Podcast: [Voices of Search // A Search Engine Optimization (SEO) & Content Marketing Podcast](https://stenobird.com/podcast/voices-of-search-a-search-engine-optimization-seo-content-marketing-podcast-754186)
Published: 2026-06-01T12:00:00+00:00
Episode link: https://pdst.fm/e/rss.art19.com/episodes/8b1030b1-84bf-4c64-866f-d2347363f9d9.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0
Audio file: https://pdst.fm/e/rss.art19.com/episodes/8b1030b1-84bf-4c64-866f-d2347363f9d9.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0
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JSON: https://stenobird.com/v1/public/podcasts/voices-of-search-a-search-engine-optimization-seo-content-marketing-podcast-754186/episodes/fan-out-analysis-local-rank-checks-in-ai
Duration seconds: 2615

## Resource

80% of AI-cited sources don't appear in Google's top results. Karl Kleinschmidt, founder at Data Marketing Group and 18-year SEO veteran, has developed systematic approaches for LLM optimization across enterprise-scale local SEO programs. The discussion covers fan-out analysis methodology for mapping user intent beyond traditional keywords, multi-LLM data collection frameworks using Claude projects and Gemini validation, and local rank tracking strategies that account for geographic personalization in AI-powered search results. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info .

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