Refund Insights Shopify App: Pricing, Features & First-Adopter Watch
Key signals for Refund Insights
Refund Insights launched on May 18, 2026. Shoplist is watching for its first storefront installs and tracking pricing in the meantime. Checked .
Sonar hasn’t detected Refund Insights on a store yet. Watching since its May 18, 2026 launch.
Refund Insights on the Shopify App Store
Shoplist reads Refund Insights’s App Store listing every day: where it ranks, what merchants say, what it charges and every edit it ships.
Where Shopify ranks Refund Insights
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 |
|---|---|
| Sep 3, 2026 | #194 |
| Sep 4, 2026 | #196 |
| Sep 5, 2026 | #195 |
| Sep 6, 2026 | #196 |
| Sep 7, 2026 | #196 |
| Sep 8, 2026 | #197 |
| Sep 9, 2026 | #197 |
| Sep 10, 2026 | #196 |
| Sep 11, 2026 | #198 |
| Sep 12, 2026 | #198 |
| Sep 13, 2026 | #200 |
| Sep 14, 2026 | #200 |
| Sep 15, 2026 | #200 |
| Sep 17, 2026 | #201 |
| Sep 19, 2026 | #202 |
| Sep 20, 2026 | #202 |
| Sep 21, 2026 | #202 |
| Sep 22, 2026 | #202 |
| Sep 23, 2026 | #202 |
| Sep 24, 2026 | #202 |
| Sep 25, 2026 | #208 |
| Sep 26, 2026 | #212 |
| Sep 27, 2026 | #214 |
| Sep 28, 2026 | #213 |
| Sep 29, 2026 | #213 |
| Sep 30, 2026 | #213 |
| Oct 1, 2026 | #213 |
| Oct 2, 2026 | #218 |
| Oct 3, 2026 | #221 |
| Oct 4, 2026 | #222 |
| Oct 5, 2026 | #222 |
| Oct 6, 2026 | #224 |
| Oct 7, 2026 | #224 |
| Oct 8, 2026 | #227 |
| Oct 9, 2026 | #228 |
| Oct 10, 2026 | #229 |
| Oct 11, 2026 | #231 |
| Oct 12, 2026 | #231 |
| Oct 13, 2026 | #233 |
| Oct 14, 2026 | #232 |
| Oct 15, 2026 | #233 |
| Oct 16, 2026 | #233 |
| Oct 17, 2026 | #233 |
| Oct 18, 2026 | #233 |
| Oct 19, 2026 | #233 |
| Oct 20, 2026 | #234 |
| Oct 21, 2026 | #235 |
| Oct 22, 2026 | #237 |
| Oct 23, 2026 | #241 |
| Oct 24, 2026 | #247 |
| Oct 25, 2026 | #249 |
| Oct 31, 2026 | #254 |
| Nov 1, 2026 | #255 |
| Nov 2, 2026 | #256 |
| Nov 4, 2026 | #233 |
What Refund Insights charges
Free. Every plan on its listing, and every price change Shoplist has caught, so you can see exactly how it packages and prices.
How Refund Insights sells itself on the App Store
The pitch, integrations and features merchants see before they install: the positioning a competitor is betting on.
“Automated refund surveys and analytics to reduce your return rate”
What it does
Every refund costs you money, but not knowing why customers return products costs you even more. Refund Insights automatically emails customers a short survey after every refund and collects the reason for return. Results appear in an analytics dashboard,… Every refund costs you money, but not knowing why customers return products costs you even more. Refund Insights automatically emails customers a short survey after every refund and collects the reason for return. Results appear in an analytics dashboard, broken down by product and reason. Once installed, surveys send on their own — no manual work required. Use the insights to fix product issues, update listings, and reduce your return rate.
Features it lists
Screenshots
Refund Insights listing facts
- Developer
- Operator Labs
- Launched
- May 18, 2026
- Shopify rank
- #233 in Returns and exchanges
- Languages
- English
Shopify stores using Refund Insights
Shoplist is watching Shopify storefronts for the first public install of Refund Insights.
How Refund Insights’s install base is moving
Shoplist re-crawls the same storefronts, so every store that adds Refund Insights, 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 Refund Insights’s store count change came from
- Real installs and removalsEstimated0 added · 0 came back · 0 removed
- 0
Stores adding and removing Refund Insights, 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 Refund Insights
The apps in its App Store category, with the stores Shoplist detects on each and their listing ratings.
Alternatives to Refund Insights
Apps merchants weigh against Refund Insights, with their own detected stores and ratings.
Refund Insights vs AfterShip Returns & Exchanges
Refund Insights vs Quick Returns and Exchanges ↻↺
Refund Insights vs Estebdal Returns & Exchanges
Refund Insights vs 8returns Returns & Exchanges
Refund Insights vs iF Returns & Exchanges
Refund Insights vs Refundid Returns & Exchanges
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 Refund Insights 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 Refund Insights 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 Refund Insights 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 Refund Insights
Straight answers from the same data as the rest of this page. The full store list answers the rest.
Has Shoplist detected stores using Refund Insights yet?
Shoplist has not yet found reliable public storefront evidence for Refund Insights. The page tracks first merchant evidence as it appears.
What does first-adopter watch mean?
It means Shoplist is monitoring launch context, first storefront-detectable merchant evidence, and pricing.
Can I get alerts when stores start using Refund Insights?
Yes. Create a watchlist to get alerted when Shoplist finds public merchant evidence for Refund Insights.
Go beyond Refund Insights
Its closest rival, its developer and the charts it competes on, from the same data.
- Refund Insights vs AfterShip Returns & ExchangesDetected stores, store movement, ratings and pricing side by side.
- Operator LabsEvery app Operator Labs 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 Refund Insights.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.
