Known for: The clickstream data the rest of the industry quotes when arguing AI search is over-hyped.
Voices of the field
Who to actually follow in AEO, GEO, and AI search. Curated, not crowdsourced.
Hand-picked practitioners · Updated May 2026
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Known for: The clickstream data the rest of the industry quotes when arguing AI search is over-hyped.
Independent Growth Advisor; Author, Growth Memo, Independent (ex-Shopify, G2, Atlassian) · San Francisco Bay Area, CA, USA
Known for: The independent researcher whose datasets the rest of the industry quotes back.
Known for: Built the free curriculum the rest of the industry learns AI search from.
Founder, Britney Muller LLC / Orange Labs, Independent (ex-Hugging Face, ex-Moz) · Minneapolis-St. Paul, MN, USA
Known for: The ex-Hugging Face SEO who teaches marketers actual AI literacy, not prompt tricks.
Independent SEO Consultant; Author, Product-Led SEO, Independent · San Francisco Bay Area, CA, USA
Known for: The principled contrarian arguing GEO is mostly rebranded SEO fundamentals.
Founder & CEO, Foundation Marketing / Distribution.ai · Halifax, Nova Scotia, Canada
Known for: Made content distribution the strategy AI search actually rewards.
Known for: Reads Google's Quality Rater Guidelines so you don't have to, now decoding the agentic web.
EVP Audience Growth, Raptive; Founder, The SEO MBA, Raptive / The SEO MBA · Brooklyn, NY, USA
Known for: Publisher-side data on the death of the link economy and the rise of the recommendation web.
Known for: Built the evidence-weighted AI citation ranking-factors framework everyone else cites.
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