Virtual Fitting ROI: An Illustrative Industry Case Study

Illustrative Scenario

Imagine a footwear retailer testing a fit-guidance flow on one brand family for eight weeks. The team compares exposed orders with a matched baseline and tracks recommendation completion, accepted size, conversion after use, and post-purchase returns. That is the minimum structure of a useful ROI story.

Even if the result looks strong, the write-up should still explain seasonality, promotion changes, and whether the recommendation logic changed mid-test. Without those details, the headline is fragile.

What A Credible ROI Story Includes

• Clear baseline: what “normal” looked like before the pilot.
• Clear exposure logic: which visitors used the tool and which did not.
• Operational caveats: promotions, assortment changes, and policy shifts.
• Category specificity: the result should not be generalized beyond the tested scope without evidence.

Methodology

This page uses an illustrative scenario because many public case studies omit the details that would let a reader judge the strength of the claim. The intent is to improve how ROI stories are read and written.

How To Use This Page

Use it as a checklist when reviewing vendor materials or preparing your own internal case study. If a page skips baseline, cohort, or caveat sections, treat the number as directional only.