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Pinch AI: Fraud & Return Abuse

Name: Pinch AI: Fraud & Return Abuse
Rating: 4.2 (5 reviews)
Author: Pinch AI

by Pinch AI

★ 4.2 (5) · Store management

View on Shopify → See alternatives

Pinch is a no-code, AI-powered abuse mitigation platform that helps merchants gain control over their margins and customer acquisition costs.

Categories: Returns and exchanges#121 Fraud#105

Trend

8 snapshots · since 2026-09-14

Reviews+2

3 → 5

Rating+0.70

3.5 → 4.2★

Where it ranks

Returns and exchanges · vs 4 wk ago

#39

on the Shopify App Store

in Shopify's own Returns and exchanges listing at the last weekly crawl · sponsored cards not counted

#79

by reviews in Returns and exchanges

of 293 apps · top 58% of the 138 rated · ↑ 9 places

#121

listing position

page 3 of the Returns and exchanges list, which ranks by rating first, then reviews · ↓ 3 places

reviews gained in 4 weeks

31 of 129 Returns and exchanges apps gained any; the top 10% gained 3+

4.2★

rating

Returns and exchanges averages 4.6★ · the median app has 6 reviews, the top 10% 133+

Also Store management #1,133 of 6,891 by reviews · Fraud #63 of 334 by reviews, #38 on the Shopify App Store.

Ranked around it by reviews

Returns and exchanges · 293 apps

Next up: EU Withdrawal Button is 0 reviews ahead.

Listing vocabulary in Returns and exchanges

share of the 293 listings using each term · 15 not in this listing

returns47%return25%exchanges23%withdrawal18%button14%portal12%automate10%refunds9%form8%exchange8%self7%branded7%revenue7%shipping7%experience6%refund6%

Ranks are this app's position among the apps ShopAppDB lists in each category, from Shopify App Store data updated weekly; "by reviews" orders by review count, "listing position" by rating then reviews. "On the Shopify App Store" is where apps.shopify.com itself placed the app in that subcategory's listing when ShopAppDB last walked it, counting organic cards only.