returnalyze provides AI returns prevention platform for enterprise retailers.
Overview
Returnalyze sells an AI software platform that helps retailers find why products are returned and reduce those returns. It combines product, order, customer, supplier and returns data, finds the causes of returns at product level, and sends recommended fixes to the relevant teams. It then tracks the effect of each action in dollars.
For Shopify brands
- Combines product, order, customer, supplier, returns, inventory and fulfillment data into one view of why items come back.
- Sends prioritized fixes to merchandising, product, eCommerce, supply chain and customer experience teams, so no one has to dig through dashboards.
- Tracks each action taken and shows the return reduction and recovered margin tied to it.
How it works
The retailer connects its product, customer, operations and returns data to Returnalyze. Returnalyze analyzes the data for root causes, recommends prioritized actions to the right teams, and tracks the results. The site says insights start once the data is connected and that most retailers see impact within 30-90 days.
- Built for
- Enterprise retailers, with solution pages for apparel and footwear, luxury goods, home and living, and consumer electronics.
Products
- Returnalyze AI platform that unifies returns data, finds root causes, recommends actions and tracks results.
- Root-cause diagnosis Combines reason codes, reviews, product attributes and order data to show why returns happen.
- Automated actions Recommends role-specific actions ranked by root cause, impact and urgency.
- Role-based views Gives merchandising, product, commerce, supply chain and CX teams a shared view of returns.
- Closed-loop reporting Measures which actions reduced returns and improved margin across products, categories and roles.
- Contextual benchmarking Compares a retailer's return rates with industry benchmarks, down to category level.
Buyer notes
- SOC 2 certified, according to the site.
- Time to value is typically measured in weeks, with impact usually seen within 30-90 days.
- Says it works with a retailer's existing systems and data feeds without replacing current infrastructure.
- Says it runs in production at 40+ retail brands, with dedicated customer success support.
From returnalyze's own site and Shopify App Store listings, as of 2026-11-03.