Vendor case study headlines and summaries present client outcomes framed as meaningful margin improvements, reduced pricing workload, and notable uplifts in revenue and units sold. Marketing materials also include claims about match accuracy levels.
Critical evaluation: These outcomes are vendor-published and typically lack public methodology details (baseline period, controls, attribution model, and whether results incorporated promotions, merchandising, assortment changes, marketing spend, or macro factors). For procurement-grade diligence, buyers should request:
- Before/after definitions and time windows
- Control group methodology (if any)
- Scope (categories, SKUs, regions)
- Whether results were audited or validated by an independent party