--- title: Provenance Gap Analysis description: Get a free 30-minute gap analysis to see if your product data is AI-ready. Review verifiability, structure, consistency, and competitive positioning. --- [![60a685a2dd9fae30d29a5427_logo](https://info.provenance.org/hubfs/60a685a2dd9fae30d29a5427_logo.svg "60a685a2dd9fae30d29a5427_logo")](https://www.provenance.org/) --- [![Speak to an expert](https://hubspot-no-cache-eu1-prod.s3.amazonaws.com/cta/default/25866765/interactive-221929730251.png) ](https://info.provenance.org/hs/cta/wi/redirect?encryptedPayload=AVxigLJ%2BSDLXuyZeBwOe0MOMuNalUcSljgw0WkeUOX7hNhGZxrSuPqQddar2mY3h5z7uXLMTF%2FLxYQfsRG3q15nqW4s2Nni8gR5bDDYdz17ZUdI%2BLsoK6V6R0omhWvqquw2T4Aw64SLHUu9ikB4tlXaDu3NxSeUMZ391u3J0OxeW2jYTlXvGBZn%2F9JU7CuGgn36h3GbLWitnnT%2B1&webInteractiveContentId=221929730251&portalId=25866765&hsLang=en) GAP ANALYSIS # See where your product data falls short for AI Shopping Book a free 30-minute gap-analysis to learn: - Verifiability: Can AI validate your product claims? - Structure review: Can AI understand your data? - Consistency: Is your data reliable across all touch points? - Competitive positioning + recommended next steps # +15.4% ### higher AI recommendation rates for products with structured, verified credentials vs. identical products without (Provenance controlled simulation, 600 queries, 2025) [![60a685a2dd9fae30d29a5427_logo](https://info.provenance.org/hubfs/60a685a2dd9fae30d29a5427_logo.svg "60a685a2dd9fae30d29a5427_logo")](https://www.provenance.org/) PROVENANCE® is a registered trademark in the UK, EU and US of Project Provenance Ltd. --- ![Logos in Prov Colours - larger (7)](https://info.provenance.org/hs-fs/hubfs/Logos%20in%20Prov%20Colours%20-%20larger%20(7).png?width=72&height=115&name=Logos%20in%20Prov%20Colours%20-%20larger%20(7).png "Logos in Prov Colours - larger (7)")