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Leverage your product data to win AI shopping recommendations

AI assistants can't verify unstructured claims. Learn how transforming your existing credentials – clinical testing, sustainability certifications, efficacy data - into machine-readable formats helps you win values-driven consumers worth $456B.
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+15.4%

higher AI recommendation rates for products with structured, verified credentials vs. identical products without (Provenance controlled simulation, 600 queries, 2025)

What you'll learn

  • Why AI shopping is becoming the primary product discovery channel 
  • How values-driven shoppers represent a valuable, growing consumer segment
  • How to build AI recommendation confidence through verified, structured data
  • Complete simulation findings across 600 queries, 2 platforms
  • What it takes to activate product claims at scale for AI discoverability

Who's it for?

Marketing teams at retailers and brands navigating the shift to AI-orchestrated commerce.

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PROVENANCE® is a registered trademark in the UK, EU and US of Project Provenance Ltd.

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