FrictionIQ vs SmartReturns

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 SmartReturns.

The short answer

  • FrictionIQ lists 6 features SmartReturns’s listing doesn’t mention, including AI insights, Analytics dashboard, Custom reports.

Head to head

App Store reviews

FrictionIQ: —
SmartReturns: 1
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
May 12, 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 $9.90 to $19.99/month
Plans
Free
Standard Plan$9.90/month
60-day free trial
Luxury Plan$19.99/month
60-day free trial
Coverage
6 of 11 features55%
5 of 11 features45%
Unique strengths
  • AI insights
  • Analytics dashboard
  • Custom reports
  • Historical analysis
  • +2 more
  • Custom dashboards
  • Event tracking
  • Forecasting
  • Purchase tracking
  • +1 more
Analytics
55%6/11
45%5/11
Customer behavior
0%0/2
100%2/2
Marketing and sales
50%1/2
50%1/2
Visuals and reports
71%5/7
29%2/7
605onlybothonly
FrictionIQSmartReturns11 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.

Protect your profits with SmartReturns. Our AI engine analyzes historical return behavior across the Shopify ecosystem to flag risky orders before they damage your store. Instantly identify customers with frequent cancellations. Automate risk tagging and make informed fulfillment decisions. Safeguard your store from return fraud and policy abuse with real-time insights and a global return database.

Key points
  • Detect recurring return and refund issues
  • Turn customer feedback into structured issue categories
  • Track trends and receive scheduled merchant reports
  • Real-time Risk Engine: Automatic analysis of every new order.
  • Cross-Store Insights: Detect bad actors based on global return history.
  • Detailed Analytics: Monitor your return ratios and cancellation trends.
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
Dashboard displaying return trends and projected savings
Detailed customer risk assessment showing returns and cancelsShopify order list showing automated SmartReturns risk tagIdentifying serial returners with automated order tagging.

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

MeasureFrictionIQSmartReturns
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

MeasureFrictionIQSmartReturns
App Store ratingNot published5.0 ★
App Store reviewsNot published1
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureFrictionIQSmartReturns
Free planNot listedNot listed
Lowest paid monthly planNo monthly plan listed$9.90/month
Longest free trialNot listed60 days
Plans listedNot published2

Listing

MeasureFrictionIQSmartReturns
Shopify category rank#1362in Analytics#165(ahead)in Analytics
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedJul 17, 2026May 12, 2026
Languages1English1English
DeveloperStorestead LabsDeLogics eCommerce

FAQ

FrictionIQ and SmartReturns: common questions

What features does each app list that the other doesn’t?
FrictionIQ lists 6 the others don’t mention, such as AI insights, Analytics dashboard, Custom reports, Historical analysis. SmartReturns lists 5 the others don’t mention, such as Custom dashboards, Event tracking, Forecasting, Purchase tracking. 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 SmartReturns; 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 SmartReturns. 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.