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Daniil Dzemesjuk

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#natural language process... Review Aug 2026

Demand-Side Measurement for Generative Engine Optimization: Constructing and Validating a Million-Persona, Intent-Annotated Buyer Corpus

This work built and validated PersonaGen-1M, a corpus of 1,031,732 synthetic buyer personas spanning 511 industry labels and 4 market contexts, carrying 19,416,821 structured behavioral attributes, 5,160,046 of them search queries.

Dmitrij Żatuchin, Daniil Dzemesjuk · 1 citation