Detected Sep 28, 2025
Free plan +2 more
YesNo
Pinch is an AI-powered platform for e-commerce businesses to improve return expe … loyalty. The platform deters return abuse by making it financially unrewarding.
Free — Free
Pinch AI: Fraud & Return Abuse Shopify App: Reviews & Storefront Detection Notes
Shoplist has not found reliable public storefront evidence for Pinch AI: Fraud & Return Abuse. Track reviews, listing changes, and developer context and first
Shoplist public signals
What is visible for Pinch AI: Fraud & Return Abuse right now
Signal date February 19, 2026
Last listing check today
Monitoring status
Storefront detection limited
Tracking non-storefront public signals
As of Feb 19, 2026
Reviews
1 public reviews
5.0 average rating
As of Jan 6, 2026
Momentum
1 No signal
Install volume is too low for a reliable trend yet
As of Jul 17, 2026
Latest review
January 6, 2026
As of Jan 6, 2026
No signal0% data confidence
1 momentum score
Install volume is too low for a reliable trend yet.
Updated Jul 17, 2026
Momentum inputs
28d installs
0
Prev. 28d
0
New 28d
0
30d reviews
0
Trend comparison is paused or unavailable for this window. The raw inputs show the install and review signals Shoplist observed instead.
Installs
0
Growth
50
Adoption
0
Reviews
0
Fit
81
Quick answer
Shoplist has not found reliable public storefront evidence for Pinch AI: Fraud & Return Abuse. This may happen when an app is admin-only, server-side, or not visibly embedded on storefronts. Shoplist still tracks reviews, listing changes, developer data, related apps.
Reviews and velocity
Public review signals
Rating
5.0
Reviews
1
Latest
Jan 6, 2026
Activity and changes
Recent signals for Pinch AI: Fraud & Return Abuse
Recent detections and listing changes are public signals captured by crawl history.
App Store listing
Listing changes
Detected Feb 19, 2026
Developer name changed +4 more
Pinch AI
6 added — “Rewarding loyal customers, bankrupting fraudsters”
Removed
+2 more changes in this update
App-store listing
About Pinch AI: Fraud & Return Abuse
Identify and turn trusted customers into repeat buyers. Eliminate abusers, resellers, and fraudsters
Pinch is an AI-powered platform for e-commerce businesses to improve return experiences and customer loyalty. It analyzes over a hundred data points against telltale signs, while also evaluating customer trustworthiness and return behavior. This intelligence allows sellers to offer adaptive return policies. Trusted shoppers benefit from flexible options and personalized incentives, encouraging repeat purchases and loyalty. The platform deters return abuse by making it financially unrewarding.
Listing highlights
- Identify trusted shoppers - True Customer Value Scoring, 360° Customer View
- Detect fraud and abuse - Device Intelligence, Geolocation and Link Analysis
- Build loyalty and deter abuse - Adaptive Policies, Workflow Automation
- Establish abuse baseline and the true cost of abuse - Analytics Dashboard
- Harness network intelligence - Consortium Data,Industry ML Models,Recommendation
Features
Fraud types
Bots
Chargebacks
Delivery
Fake accounts
Gift card abuse
Prevention tools
AI-powered detection
Automated workflows
Blocklists
Custom rules
Fraud filters
Return management
Analytics
Automated approvals
Custom policies
Customer blocklists
Refund management
Alerts and analytics
Email notifications
Fraud notifications
Risk reports
Suspicious activity
Methodology
How to read these signals
Counts are based on Shoplist's latest available public crawl signal dated February 19, 2026.
Shoplist has not yet found reliable public storefront evidence connecting a Shopify store to this app. This does not mean the app has no users. Some apps are new, admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.
Merchant rows are filtered to public brand profiles with enough public data to link safely. Full workflow, filtering, and monitoring stay behind signup.
Review, pricing, feature, screenshot, and listing-change data come from public Shopify App Store and Shoplist crawl records. Signals can change between crawls.
FAQ
Questions about Pinch AI: Fraud & Return Abuse
Why might Shoplist not show detected stores for Pinch AI: Fraud & Return Abuse?
Some Shopify apps are admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.
Does no public detection mean Pinch AI: Fraud & Return Abuse has no users?
No. It only means Shoplist has not found reliable public storefront evidence for Pinch AI: Fraud & Return Abuse. reviews, listing changes, and developer data can still be useful signals.
Can I monitor future public detections?
Yes. Shoplist can monitor Pinch AI: Fraud & Return Abuse for future public storefront detections and listing movement.
Keep watching Pinch AI: Fraud & Return Abuse
Turn this public profile into a monitored app workflow for first detections, reviews, pricing, related apps, and listing-change history.