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Refund Insights Shopify App: Features & First-Adopter Watch

Returns and exchanges

Updated May 19, 2026

No signal

By Operator Labs

Launched May 18, 2026. Shoplist is monitoring first merchant evidence and feature details for this Shopify app.

Shoplist public signals

What is visible for Refund Insights right now

Signal date May 19, 2026

Last listing check today

Monitoring status

First-adopter watch

Monitoring first merchant evidence

As of May 19, 2026

Momentum

0 No signal

Install volume is too low for a reliable trend yet

As of Jul 16, 2026

No signal0% data confidence

0 momentum score

Install volume is too low for a reliable trend yet.

Updated Jul 16, 2026

0 installs

Momentum inputs

28d installs

0

Prev. 28d

0

New 28d

0

30d reviews

0

Trend comparison is paused or unavailable for this window. The raw inputs show the install and review signals Shoplist observed instead.

Installs
0
Growth
50
Adoption
0
Reviews
0
Fit
85

Quick answer

Refund Insights launched on May 18, 2026. Shoplist is monitoring first public merchant evidence and public listing context.

App-store listing

About Refund Insights

Automated refund surveys and analytics to reduce your return rate

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.

Listing highlights

  • Automatic survey emails sent to customers after every refund
  • Analytics dashboard showing return reasons broken down by product
  • Customizable survey reasons and email branding with your store name
  • One-click survey responses make it easy for customers to give feedback
  • Track response rates and identify your most-returned products

Features

Return options

Automated refunds

Methodology

How to read these signals

Counts are based on Shoplist's latest available public crawl signal dated May 19, 2026.

Shoplist has not yet found reliable public storefront evidence connecting a Shopify store to this app. This does not mean the app has no users. Some apps are new, admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.

Merchant rows are filtered to public brand profiles with enough public data to link safely. Full workflow, filtering, and monitoring stay behind signup.

Review, pricing, feature, screenshot, and listing-change data come from public Shopify App Store and Shoplist crawl records. Signals can change between crawls.

FAQ

Questions about Refund Insights

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 and first storefront-detectable merchant evidence.

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.

Keep watching Refund Insights

Turn this public profile into a monitored app workflow for first detections, reviews, pricing, related apps, and listing-change history.

Get alerted when stores start using Refund Insights