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talk Thursday, April 30, 2026 10:30 AM11:00 AM· Day 04 · The Future

Two Studies, 38 Million Data Points & the Blind Spot in Every AI Search Study

SEO Week Main Venue

Speaker

Christian Ward
Christian Ward

Chief Data Officer, Yext

Chief Data Officer at Yext. Ran Elo-style chess rankings on 21.6M local results and 17.2M AI citations across four models — exposing the blind spot in every brand-down AI-search study.

Abstract

Elo chess ranking on 21.6M local results + 17.2M AI citations across 4 models. Why analyzing AI visibility brand-down misreads the journey.

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SEO Week 2026 · Two Studies, 38 Million Data Points & the Blind Spot in Every AI Search Study

Thursday, April 30, 2026 · Christian Ward

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