MarketTrench
For Shopify brands
For Shopify brands using Judge.me or Loox

Your reviews already told you why they return it.

You just haven't had time to read them all. Send us your 1-3 star reviews and get a report within 48h that identifies the product defects driving your returns and refunds — before they cost you even more.

No credit card required · You keep full control of your data · Results within 48h

Built for brands with an active catalog and existing reviews — not yet suited for stores just starting out without review history.

C
Camille R. ✓ Verified purchase 4 days ago
NEGATIVE REVIEW

Cute dress, but the zipper broke after just two wears. Shame, the fabric itself is nice.

↓ analyzed and grouped with 40+ similar reviews
Defective zipper 23% of negative reviews · ~18% of returns

Your negative reviews already have the answer

You probably already sense that some customers keep complaining about the same things. What you might not know is how much those recurring complaints are already costing you — every month a defect goes unfixed, the same returns and refunds keep piling up. Going through hundreds of reviews by hand to spot the pattern takes hours most brands don't have.


How it works

01 — Send reviews

Send us your reviews

Export your reviews from Judge.me or Loox — we'll show you exactly how right after you sign up. No account access, no passwords, ever.

02 — Analysis

We review your negative feedback

Every 1-3 star review is read and categorized to surface the recurring product issues behind them.

03 — Report

Get your report

The defects showing up most often, ranked by estimated impact on your returns — with concrete actions to prioritize first.


What the report looks like

Example based on a real product's actual reviews.

"Camille" Summer Dress — 214 reviews analyzed
Broken zipper
mentioned in 23% of negative reviews
≈18% of returns
Sizing doesn't match the size guide
mentioned in 15% of negative reviews
≈12% of returns

Your data stays yours

No scraping, no competitor data collection. We only ever look at the reviews your own customers left you — sent to us directly by you, nothing pulled automatically.

✓ You control what you share ✓ No account login required ✓ No competitor data collected

Join the first 20 brands testing this

This is a hands-on beta — leave your email and store URL below and we'll personally reach out to walk you through sending us your reviews.

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