Return Insights AI
Shopify analytics app by Orchis Green Private Limited·Understand why returns happen and fix issues with AI-powered insights and actions.
Snapshot
Ongoing.AI tracks Return Insights AI daily — category rank, keyword positions in App Store search, install footprint, listing changes, and reviewer sentiment — back to when we first observed the listing.
Rating
5.00
1 reviews
Pricing
From $19/mo
freemium
Built for Shopify
No
Years live
0
launched May 7, 2026
Last updated
Jul 3, 2026
Shopify listing
Recent activity
Review trajectory.
Daily review count and rating drift. The blue line is cumulative review count; the dashed amber overlay is the rating on the right axis. Boring is good — sudden swings stand out against an otherwise stable curve.
New reviews
7-day Δ
+0
28-day Δ
+0
Rating change
7-day Δ
+0.00
28-day Δ
+0.00
Catalog position
Where Return Insights AI sits in the App Store.
Rank and percentile inside the Analytics category — the competitive shape of the niche around this app.
Rank in Analytics
#461
of 1289 active apps
Review count percentile
58th
vs category siblings
Rating percentile
75th
vs category siblings
Years on App Store
0
since 2026
Listing change cadence
What Return Insights AI has changed lately.
Every pricing tweak, tagline refresh, and Shopify-side listing ping. Captured from Ongoing.AI’s per-scrape diff log — the cadence and the content of changes, in one strip.
Shopify Lastmod · Jul 4
2026-07-02 → 2026-07-03
Shopify Lastmod · Jul 3
2026-06-30 → 2026-07-02
Shopify Lastmod · Jul 1
2026-05-14 → 2026-06-30
Reviews
What merchants are saying
- 100%positive1
- 0%neutral0
- 0%negative0
Top themes
What merchants praise
“Return Insights AI turns returns into action. It spots patterns, highlights key issues, and gives AI summaries to reduce returns fast. Simple, clear, and saves time.”
Plans
Return Insights AI pricing tiers.
Free Plan
Free
- Analyze up to 50 returns/month
- Basic return insights
- Trend tracking dashboard
- Limited AI recommendations
Pro Plan
$19/month
- Analyze up to 1,000 returns/month
- Advanced return pattern analysis
- Identify issues and trends automatically
- Return reason categorization
- Restock decision suggestions
Capabilities
What Return Insights AI can do.
The 8 capabilities Return Insights AI lists across each of its 2 categories, in Shopify’s own taxonomy. Pulled directly from the App Store listing.
Analytics
Customer behavior
2- Segmentation
- Cohort analysis
Marketing and sales
2- AI insights
- Profit insights
Visuals and reports
3- Analytics dashboard
- Custom dashboards
- Custom reports
Returns and exchanges
Return management
1- Analytics
FAQ
Return Insights AI — frequently asked questions.
What is Return Insights AI on Shopify?
How much does Return Insights AI cost?
Is Return Insights AI free?
When was Return Insights AI launched?
Is Return Insights AI Built for Shopify?
What are the best Return Insights AI alternatives?
Alternatives
Apps merchants pick instead.
Methodology
Where the numbers come from.
Ratings, review counts, pricing tiers, “Built for Shopify”, launch date, and category memberships come from the live Shopify App Store listing — refreshed daily by Ongoing.AI’s crawler. The review-count trajectory is the diff between today’s snapshot and snapshots from 7 and 28 days ago. Topic counts and sentiment come from the review corpus, topic-tagged with Claude. Install footprint is observed via Ongoing.AI’s tech-detection pass against actively-tracked Shopify storefronts. Catalog position is computed at snapshot time against every active app sharing the primary category. Snapshot generated .
Find every brand running Return Insights AI.
Ongoing.AI tracks every Shopify brand’s app stack daily. Pull the full install list, filter by vertical or geography, and catch the moment merchants install — or churn off.
Prefer the source? View Return Insights AI on the Shopify App Store ↗