Shopify app
NewReturn Insights AI
Analyze return patterns and fix recurring issues
- Rating on Shopify
- No ratings yet
- Reviews
- 0
- Developer
- Orchis Green Private Limited
- Launched
- May 7, 2026
- Pricing
- Free plan available. Free trial available.
- Languages
- English
The facts
Every value below is read from the listing or computed by the published formula. Nothing is a verdict.
Bayesian rating
n/a
category median 4.53
Reviews in the last 180 days
n/a
no dated reviews collected
1 and 2 star share
n/a
no rating distribution
Starting price
$19/month
band: $10 to $29 · 7-day trial
Pricing plans as listed on Shopify
All charges are billed in USD. Recurring and usage-based charges are billed every 30 days.
| Plan | Price | Billed yearly | Trial | Usage fee | Included |
|---|---|---|---|---|---|
| Free Plan | Free | not offered | none | none stated | Analyze up to 50 returns/month; Basic return insights; Trend tracking dashboard; Limited AI recommendations |
| Pro Plan | $19/month | $150/year | 7 days | none stated | Analyze up to 1,000 returns/month; Advanced return pattern analysis; Identify issues and trends automatically; Return reason categorization; Restock decision suggestions |
Features Shopify lists for this app
Feature handles from the listing, grouped as Shopify groups them.
Customer behavior
- Segmentation
- Cohort analysis
Marketing and sales
- AI insights
- Profit insights
Visuals and reports
- Analytics dashboard
- Custom dashboards
- Custom reports
Return management
- Analytics
Data access
As disclosed on the listing. Never scored.
View staff and contributor data
Store owner
- Store owner: Name, email address, phone number, physical address
View and edit store data
Orders
- Edit orders: Returns
Developer
Orchis Green Private Limited
- Apps in the dataset:
- 2
- Address:
- Hooghly, WB, IN
- Website:
- not stated
- Support email domain:
- gmail.com
- English support:
- yes
- Resources:
- Privacy policy
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From the Shopify listingDeveloper claims, shown verbatim and collapsed. 59 words.Show
- 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
Understand why returns happen and fix issues with AI-powered insights and actions.
Return Insights AI helps merchants understand why products are being returned and what to fix next. The app analyzes return patterns, identifies recurring issues, and highlights the most important problems affecting operations. Merchants receive clear, actionable insights to improve product pages, fulfillment accuracy, and reduce preventable returns.
Questions and comments
Questions people ask about Return Insights AI, answered from what this page shows. Entries marked Site editor are written by the EcomAppReviews editor. Reader comments appear after a person has read and approved them, usually within a day. E-mail addresses are never published.
Last updated Oct 20, 2026. Ratings and review counts are the values shown on each app's public listing. How the numbers are computed: methodology.
0 reviews counted on the listing. Rating and count in the structured data are the values Shopify displayed at crawl time.