FrictionIQ vs Nxora Refund Impact

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 15, 2026 for FrictionIQ, Oct 14, 2026 for Nxora Refund Impact.

The short answer

  • Only Nxora Refund Impact lists a free plan.
  • FrictionIQ lists 4 features Nxora Refund Impact’s listing doesn’t mention, including Custom reports, Historical analysis, Notifications.

Head to head

Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Analytics
  • Analytics
Languages
  • English
  • English
Launched
Jul 17, 2026
Aug 7, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
—
—
Detected stores
0active installs
0active installs
Most common store size
—
—
Top countries
—
—
Free options
Free planFree trial
Free planFree trial
Monthly range
—
From $0 to $19/month
Plans
Free
FreeFree
  • · Products ranked by refunded amount
Findings$19/month
  • · Return reasons and the listing gaps
Coverage
6 of 6 features100%
2 of 6 features33%
Unique strengths
  • Custom reports
  • Historical analysis
  • Notifications
  • Report scheduling
—
Analytics
100%6/6
33%2/6
Marketing and sales
100%1/1
100%1/1
Visuals and reports
100%5/5
20%1/5
420onlybothonly
FrictionIQNxora Refund Impact6 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
—
—
How it sells itself

FrictionIQ automatically analyzes return reasons, refund notes, and related customer feedback. It groups recurring complaints into clear categories and shows which product, fulfillment, or customer experience issues need attention. Instead of reviewing notes manually, merchants can track changes over time and receive scheduled email reports with concise AI-generated summaries.

Shopify shows which products were refunded and for how much. It doesn't put the reason beside them. Refund Impact ranks products by refunded amount, then shows the reason your store recorded and any note the buyer wrote, word for word. Where a reason points at the listing, it names only what answers it — "not as described" on a product with no description. Where nothing explains the return, it says so.

Key points
  • Detect recurring return and refund issues
  • Turn customer feedback into structured issue categories
  • Track trends and receive scheduled merchant reports
  • Shows why products came back, not only how much they cost you
  • Quotes the buyer's own words on the return, verbatim
  • Says plainly when the listing has no answer, instead of padding
  • Measures how many of your refunds carry a reason at all
Screenshots
Dashboard showing return issue trends and report insights
Home showing sync status, setup readiness, and pipeline actionsReports showing issue trends, themes, and report previewDashboard showing classification progress and recent feedback
The app names a product it found nothing wrong with
A return reason beside the listing gap that answers itItem not as described, on a product with no description

All the numbers

Every figure, side by side

A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.

Showing only the rows where the apps differ.

Adoption

MeasureFrictionIQNxora Refund Impact
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasureFrictionIQNxora Refund Impact
App Store ratingNot publishedNot published
App Store reviewsNot publishedNot published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureFrictionIQNxora Refund Impact
Free planNot listedYes
Lowest paid monthly planNo monthly plan listed$19/month
Longest free trialNot listedNot listed
Plans listedNot published2

Listing

MeasureFrictionIQNxora Refund Impact
Shopify category rank#1362(ahead)in Analytics#1585in Analytics
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedJul 17, 2026Aug 7, 2026
Languages1English1English
DeveloperStorestead LabsNxora

FAQ

FrictionIQ and Nxora Refund Impact: common questions

Is FrictionIQ or Nxora Refund Impact cheaper?
Only Nxora Refund Impact lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
What features does each app list that the other doesn’t?
FrictionIQ lists 4 the others don’t mention, such as Custom reports, Historical analysis, Notifications, Report scheduling. A feature missing from a listing may still be supported; this compares what each App Store listing says.
Where does this comparison’s data come from?
Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 15, 2026 for FrictionIQ, Oct 14, 2026 for Nxora Refund Impact; estimated figures are labeled.

How Shoplist compares apps

Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 15, 2026 for FrictionIQ, Oct 14, 2026 for Nxora Refund Impact. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.