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When your buyer is a bot: A guide to winning over AI shopping agents

For decades, brands fought for human attention. Tomorrow, they’ll be fighting for machine trust.

A groundbreaking study from Yale and Columbia has moved the conversation from abstract theory to concrete facts, giving us the first data-driven look at what the new wave of AI shoppers truly values.

The simple truth: The best story no longer wins. The most credible proof does.

Are You Ready for Agent Search Optimization (ASO)?
Winning the agentic commerce era means understanding the four powerful levers that consistently influence an AI’s choice:

  • Discover which agents have a massive bias for the top row—and which specific column GPT-4.1 loves versus Claude’s preference.
  • Find out why AI agents penalize “Sponsored” tags but more than double a product’s chance of being chosen with a simple “Overall Pick” badge.
  • Learn how a mere 0.1-point rating increase can have the same impact as a 67% price cut in the eyes of a leading AI.
  • See how small tweaks to your product description can lead to a +23.6% market share gain.
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