FrictionIQ vs Reportiq

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 13, 2026 for Reportiq.

The short answer

  • FrictionIQ lists 3 features Reportiq’s listing doesn’t mention, including Historical analysis, Notifications, Report scheduling.

Head to head

Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
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Categories
  • Analytics
  • Analytics
Languages
  • English
  • English
Launched
Jul 17, 2026
Jul 17, 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
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From $19 to $99/month
Plans
Free
Starter$19/month
7-day free trial
  • · 5 saved reports
  • · Excel export
  • · Share links
Growth$49/month
7-day free trial
  • · Conditional formatting
  • · Everything Starter
  • · Scheduling (Slack & email)
  • · Unlimited reports
Agency$99/month
7-day free trial
  • · Everything in Growth
  • · Multi-store
  • · White-label share pages
Coverage
6 of 7 features86%
4 of 7 features57%
Unique strengths
  • Historical analysis
  • Notifications
  • Report scheduling
  • Custom dashboards
Analytics
86%6/7
57%4/7
Marketing and sales
100%1/1
100%1/1
Visuals and reports
83%5/6
50%3/6
331onlybothonly
FrictionIQReportiq7 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
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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.

Reportiq turns a sentence into a report. Instead of wrestling with filters and exports, just describe what you want — “top 5 products by revenue this month”, “unfulfilled orders older than 5 days”, “restock list by days of cover” and Reportiq builds it live against your store.

Key points
  • Detect recurring return and refund issues
  • Turn customer feedback into structured issue categories
  • Track trends and receive scheduled merchant reports
  • Describe the report you want in plain English and get it built live
  • Schedule reports to email or Slack daily, weekly, or monthly
  • Share any report as a secure no-login link or Export as formatted Excel file
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
Interactive Reportiq report
Reportiq scheduled reportsReportiq's natural-language report builderReportiq for Shopify

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

MeasureFrictionIQReportiq
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

MeasureFrictionIQReportiq
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

MeasureFrictionIQReportiq
Free planNot listedNot listed
Lowest paid monthly planNo monthly plan listed$19/month
Longest free trialNot listed7 days
Plans listedNot published3

Listing

MeasureFrictionIQReportiq
Shopify category rank#1362(ahead)in Analytics#1386in Analytics
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedJul 17, 2026Jul 17, 2026
Languages1English1English
DeveloperStorestead Labsevominx

FAQ

FrictionIQ and Reportiq: common questions

What features does each app list that the other doesn’t?
FrictionIQ lists 3 the others don’t mention, such as Historical analysis, Notifications, Report scheduling. Reportiq lists 1 the others don’t mention, such as Custom dashboards. 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 13, 2026 for Reportiq; 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 13, 2026 for Reportiq. 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.