Return Insights AI

5• 1 reviews

Analyze return patterns and fix recurring issues

Developed by Orchis Green Private Limited

About this app

Launched

2026-05-07

Screenshots

1 / 5

AI return insights dashboard with trend and category charts

Understand why returns happen and fix issues with AI-powered insights and actions.

Returns

Key Features

Analyze return patterns to identify why products are being returned
Get clear, actionable insights to fix issues and reduce returns
Track return trends and monitor recurring problems over time
Prioritize key issues affecting fulfillment and operations
View AI-generated summaries for faster decision making

Insights & Metrics

Pinned0/3

Pin up to 3 metrics for quick access.

Date Range

Analytics

In our report, LetsMetrix will cover the following analytics on usage of the Return Insights AI Shopify app.

Category Positions

Ranking of Return Insights AI in best match categories of the Shopify App Store

Name	Position	Page

Analytics	229 / 1314 127	10 5
Returns and exchanges	63 / 197 8	3
Returns and warranty	160 / 244 6	7

Insight

AI-driven summary of Return Insights AI category positioning

Market fluctuations observed across 3 mid-tier categories, with Analytics climbing by 127 to reach #229.

Featured category

Analytics

3 categories analyzed

Position

#229

127

Category Positional Changes

Weekly rank trend in best-match categories — markers highlight app updates.

Hide Data

No data

There is no data to display for this chart.

Best alternatives to Return Insights AI

LeakRadar ‑ Profit Leaks

0(0)

From $19/month. Free trial available.

Detect profit leaks from product returns

Microsoft Clarity: AI Insights

4.6(1675)

Free

Optimize conversions with AI analytics, recordings, heatmaps

EU Withdrawal Button & Form

4.9(2188)

Free plan available. Free trial available.

Easily comply with EU withdrawal requirements 2023/2673

EZ Exporter ‑ Data Exports

5(98)

From $29.95/month. Free trial available.

Automate order export & more to FTP/SFTP, Google Sheets, email

Data Export IO: Reports

5(1937)

From $7/month. Free trial available.

Easy premade and custom reports: filter, schedule, and more.

Report Pundit: Custom Reports

5(1900)

Free plan available. Free trial available.

Build reports with custom fields and data from other apps