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Ievgeniia Shneider

Ievgeniia Shneider, FCIM, is an author and strategic expert in retail intelligence, consumer meaning, and contextual analytics. A Fellow of the Chartered Institute of Marketing, she develops advanced frameworks for interpreting physical commerce, shelf environments, and decision-relevant market signals for professional and academic audiences.
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