The Retail AI Evaluation Playbook

An easy to follow playbook for evaluating AI tools in retail.

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The Retail AI Evaluation Playbook

This field guide was built for operators who live in the details: e-commerce, digital, marketing, and merchandising leads who are tasked with finding tools that enable real performance gains.

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It applies structure to the evaluation process any operator can apply to AI solutions on their shortlist. The result is a clear sense of which ones will actually impact your most crucial KPIs, like time-to-market, PDP performance, and customer conversion.

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The  Retail AI Evaluation Playbook: A Practical Framework for Smarter Investment

AI is not a single technology. Different tools solve different problems.

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While the most common Retail AI use cases are presented in this playbook, its core focus is on product data & enrichment because they are required for so many other AI use cases. That said, this playbook can be used effectively across your AI evaluations, regardless of use case.

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