Infographic: product data paradox index report
117 industrial manufacturers told us they were ready for AI-driven commerce. When we tested them against the criteria, not one cleared the bar.
117 said they were ready for AI commerce. Zero passed. Learn where companies are coming up short in their AI adoption and how you can close the gap.
Read the reportIndustrial manufacturers and distributors believe their product data operations are working well. Most are wrong — and the gap between what executives believe and what their operations actually deliver is the reason none of them are ready for what’s coming.
The Product Data Paradox is the inaugural benchmark of the Product Data Maturity Index: 405 organizations across two regions, scored not on what they say about themselves, but on what their operations actually deliver. The findings are uncomfortable, specific, and measurable.
The question isn’t whether your team is confident. It’s whether that confidence would survive the test.

The product data paradox report
AI commerce is here. Research shows, the more confident you are that you’re ready, the less likely it is that you are. Read the report to learn the 5 biggest AI commerce blindspots that organizations face and how you can close the gaps.







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