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Signyl Research

Original research at the intersection of artificial intelligence, digital commerce, and market infrastructure. Our work draws on behavioral science, platform economics, information retrieval theory, and empirical analysis of how algorithmic systems reshape commercial activity.

Publications

Recent research

Commercial Invisibility in the Age of Autonomous Information Retrieval

An empirical analysis of how AI-mediated commerce is creating a binary visibility distribution among brands, with 51.3% registering zero AI visibility and implications for economic stratification across $3-5 trillion in projected agentic commerce.

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Research-driven strategy.

Our research informs every recommendation we make. If you want strategy grounded in evidence, let's talk.

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