Analytics · refreshed Jun 12, 2026
Return Insights AI for Shopify
by Orchis Green Private Limited · Understand why returns happen and fix issues with AI-powered insights and actions.
Newly tracked by Ongoing.AI. Review history, installs, and rank trajectory will accumulate here as the substrate observes them — refreshed every 24 hours. Snapshot captured Jun 12, 2026.
Pricing
From $19/mo
freemium
Built for Shopify
No
Years live
0
launched May 7, 2026
Last updated
May 14, 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
—
28-day Δ
—
Rating change
7-day Δ
—
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
#924
of 1213 active apps
Review count percentile
0th
vs category siblings
Rating percentile
0th
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 · May 30
set to 2026-05-14
Works With · May 28
set to none
Launched At · May 28
set to May 7, 2026
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
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 Jun 12, 2026.
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 ↗