Multi-Agent Commerce Workflows and DTC Brand Exposure
AI agents now control which products shoppers see before brands get visibility.
Idris Lindqvist
Columnist
Idris Lindqvist
Idris Lindqvist is a columnist at Shelf Signal covering agentic commerce. Based in London, Idris has written for Shelf Signal since 2019.
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