
Return Insights AI Shopify App: Pricing & Alternatives
Key signals for Return Insights AI
Shoplist has not found Return Insights AI on a storefront yet, so it tracks the app through pricing instead. Storefront detections will appear here as soon as Shoplist finds them. Checked .
Sonar hasn’t found Return Insights AI on a storefront yet. Admin-only and server-side apps rarely leave a storefront trace.
Return Insights AI on the Shopify App Store
Shoplist reads Return Insights AI’s App Store listing every day: where it ranks, what merchants say, what it charges and every edit it ships.
Where Shopify ranks Return Insights AI
Shoplist reads Shopify’s full category listings every day, so a climb or a slip shows up the day it happens.
| Day | Returns and exchanges | Return and warranty | Analytics |
|---|---|---|---|
| Sep 3, 2026 | #118 | #186 | #527 |
| Sep 4, 2026 | #119 | #188 | #532 |
| Sep 5, 2026 | #117 | #186 | #531 |
| Sep 6, 2026 | #116 | #195 | #533 |
| Sep 7, 2026 | #117 | #196 | #542 |
| Sep 8, 2026 | #148 | — | #777 |
| Sep 9, 2026 | #147 | #194 | #778 |
| Sep 10, 2026 | #146 | #193 | #776 |
| Sep 11, 2026 | #147 | #195 | #776 |
| Sep 12, 2026 | #148 | #194 | #780 |
| Sep 13, 2026 | #150 | #192 | #779 |
| Sep 14, 2026 | #149 | #194 | #781 |
| Sep 15, 2026 | #150 | #204 | #785 |
| Sep 17, 2026 | #160 | #206 | #846 |
| Sep 19, 2026 | #163 | #209 | #838 |
| Sep 20, 2026 | #162 | #204 | #840 |
| Sep 21, 2026 | #160 | #213 | #843 |
| Sep 22, 2026 | #160 | #207 | #837 |
| Sep 23, 2026 | #160 | #212 | #836 |
| Sep 24, 2026 | #159 | #204 | #842 |
| Sep 25, 2026 | #161 | #205 | #843 |
| Sep 26, 2026 | #163 | #205 | #841 |
| Sep 27, 2026 | #163 | #210 | #841 |
| Sep 28, 2026 | #163 | #218 | #840 |
| Sep 29, 2026 | #163 | #210 | #841 |
| Sep 30, 2026 | #162 | #219 | #863 |
| Oct 1, 2026 | #164 | #214 | #870 |
| Oct 2, 2026 | #165 | #214 | #878 |
| Oct 3, 2026 | #165 | #213 | #885 |
| Oct 4, 2026 | #166 | #214 | #888 |
| Oct 5, 2026 | #165 | #216 | #890 |
| Oct 6, 2026 | #166 | #222 | #887 |
| Oct 7, 2026 | #165 | #217 | #890 |
| Oct 8, 2026 | #167 | #223 | #888 |
| Oct 9, 2026 | #170 | #225 | #891 |
| Oct 10, 2026 | #167 | #223 | #898 |
| Oct 11, 2026 | #167 | #219 | #894 |
| Oct 12, 2026 | #167 | #234 | #903 |
| Oct 13, 2026 | #168 | #230 | #905 |
| Oct 14, 2026 | #168 | #237 | #906 |
| Oct 15, 2026 | #170 | #232 | #907 |
| Oct 16, 2026 | #171 | #242 | #907 |
| Oct 17, 2026 | #171 | #240 | #910 |
| Oct 18, 2026 | #172 | #240 | #912 |
| Oct 19, 2026 | #169 | #239 | #912 |
| Oct 20, 2026 | #169 | #230 | #916 |
| Oct 21, 2026 | #170 | #238 | #917 |
| Oct 22, 2026 | #171 | — | #921 |
| Oct 23, 2026 | #173 | #236 | #925 |
| Oct 24, 2026 | #174 | #241 | #924 |
| Oct 25, 2026 | #176 | #239 | #926 |
| Oct 31, 2026 | #175 | #243 | #930 |
| Nov 1, 2026 | #176 | #243 | #931 |
| Nov 2, 2026 | #174 | #239 | #934 |
| Nov 4, 2026 | #172 | #243 | #909 |
| Nov 5, 2026 | #168 | #236 | #914 |
| Nov 6, 2026 | #173 | #243 | #922 |
| Nov 7, 2026 | #177 | #243 | #924 |
What Return Insights AI charges
Free plan available. Every plan on its listing, and every price change Shoplist has caught, so you can see exactly how it packages and prices.
Free Plan
Free
Pro Plan
$19/month
How Return Insights AI sells itself on the App Store
The pitch, integrations and features merchants see before they install: the positioning a competitor is betting on.
“Understand why returns happen and fix issues with AI-powered insights and actions.”
What it does
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,… 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.
Features it lists
Return Insights AI listing facts
- Developer
- Orchis Green Private Limited
- Launched
- May 7, 2026
- Shopify rank
- #177 in Returns and exchanges#243 in Return and warranty#924 in Analytics
- Languages
- English
Shopify stores using Return Insights AI
Shoplist is watching Shopify storefronts for the first public install of Return Insights AI.
How Return Insights AI’s install base is moving
Shoplist re-crawls the same storefronts, so every store that adds Return Insights AI, comes back to it or removes it shows up here. The store count also grows when Shoplist finds stores already running it; the breakdown keeps those apart from real installs.
Stores, last 28 days
0
0 now · 0 28 days earlier
Reach
0%
of the stores Shoplist tracks
Big-brand share
Not enough data: fewer than 150 of its stores have a known size
Where Return Insights AI’s store count change came from
- Real installs and removalsEstimated0 added · 0 came back · 0 removed
- 0
Stores adding and removing Return Insights AI, by week
| Week of | Added or back | Removed | Net | Notes |
|---|---|---|---|---|
| Aug 31, 2026 | 0 | 0 | 0 | Estimated |
| Sep 7, 2026 | 0 | 0 | 0 | Estimated |
| Sep 14, 2026 | 0 | 0 | 0 | Estimated |
| Sep 21, 2026 | 0 | 0 | 0 | Estimated |
| Sep 28, 2026 | 0 | 0 | 0 | Estimated |
| Oct 5, 2026 | 0 | 0 | 0 | Estimated |
| Oct 12, 2026 | 0 | 0 | 0 | Estimated |
| Oct 19, 2026 | 0 | 0 | 0 | Estimated |
| Oct 26, 2026 | 0 | 0 | 0 | Estimated |
Compare Return Insights AI
The apps in its App Store category, with the stores Shoplist detects on each and their listing ratings.
Alternatives to Return Insights AI
Apps merchants weigh against Return Insights AI, with their own detected stores and ratings.
Return Insights vs LeakRadar
Return Insights vs ReturnRadar
Return Insights vs ReasonWhy
Return Insights vs SmartReturns
Return Insights vs FrictionIQ
Return Insights vs AI Profit Analytics
Follow the apps you compete with and decide which changes deserve action. See the competitor-monitoring workflow.
Seen on the storefront, not guessed
If Shoplist shows Return Insights AI on a store, it’s there. Every count on this page traces to code found on a live storefront, re-checked on every crawl.
Code-level
Found in the storefront’s own code
Shoplist matches the scripts, app blocks and pixels Return Insights AI loads on each live storefront. No surveys, no developer-reported numbers, no model guessing installs from review counts.
Re-checked, so the count stays current
Shoplist keeps crawling the same storefronts. A store that uninstalls Return Insights AI leaves the count on the next crawl, so you read today’s install base, not a high-water mark.
Daily
The App Store, read every day
Rank, reviews, pricing and every listing edit are captured daily, so a price change or a ranking slip shows up here the day it ships.
Two public sources, labelled on every section. Store data last checked .
Read the full methodologyQuestions about Return Insights AI
Straight answers from the same data as the rest of this page. The full store list answers the rest.
Why might Shoplist not show detected stores for Return Insights AI?
Some Shopify apps are admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.
Does no public detection mean Return Insights AI has no users?
No. It only means Shoplist has not found reliable public storefront evidence for Return Insights AI. pricing and developer data can still be useful signals.
Can I monitor future public detections?
Yes. Shoplist can monitor Return Insights AI for future public storefront detections and listing movement.
Go beyond Return Insights AI
Its closest rival, its developer and the charts it competes on, from the same data.
- Return Insights AI vs LeakRadarDetected stores, store movement, ratings and pricing side by side.
- Orchis Green Private LimitedEvery app Orchis Green Private Limited publishes, with their detected reach.
- Top apps by categoryThe ten apps gaining the most detected installs in each category.
- All Shopify appsBrowse every app Shoplist tracks, by category, rating, and reach.
Keep watching Return Insights AI.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.












