How to Show Fit Feedback from Customer Reviews on Shopify
Real shopper data → fit badges on product pages. 15-25% return reduction.
The Pattern
Review submission asks: "How does it fit?" → small / true / large. Aggregated across 50+ reviews → consensus badge.
Display: small inline pill near the size selector. Examples: "✓ True to size (78%)" or "⚠ Runs small — size up (62%)".
Why It Works
Sizing is high-uncertainty. Buyers trust other buyers more than the brand. Real fit data is more credible than a chart. Conversion lifts 5-10%, returns drop 15-25%.
Setup
Tailor Size Guide reads fit data from your review app metafields. Auto-renders the badge once 5+ reviews include fit feedback. No manual configuration.
FAQs
Fit feedback?
Aggregated 'runs small / true / large' from reviews.
Review apps?
Judge.me, Yotpo, Loox, Stamped, Okendo.
Real fit data, real conversions
Tailor Size Guide turns review data into sizing confidence.