---
title: "FrictionIQ Shopify App Profile"
description: "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. Set it up once and continue receiving insights as new return and refund data arrives."
canonical_url: "https://shoplist.co/shopify-apps/frictioniq"
markdown_url: "https://shoplist.co/shopify-apps/frictioniq.md"
last_updated: "2026-10-15"
entity_type: "shopify_app"
slug: "frictioniq"
source: "public Shopify app profile allowlist"
---

# FrictionIQ Shopify App Profile

> 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. Set it up once and continue receiving insights as new return and refund data arrives.

## Quick answer
FrictionIQ has 0 detected stores in Shoplist. This Markdown profile displays 0 public brand examples; it is not a complete customer list.

## Key facts
- Name: FrictionIQ
- Monitoring status: First-adopter watch
- Developer: Storestead Labs
- Developer profile: https://shoplist.co/app-developers/appcove
- Shopify App Store URL: https://apps.shopify.com/frictioniq-prod
- Launch date: July 17, 2026
- Shoplist category: Marketing Automation

## Pricing summary
Free

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.


## App Signals
As of November 8, 2026:

- Stores running it: 0, 0.0% of the stores Shoplist tracks
- Store movement, last 28 days: +0 new stores, +0 returning, −0 removed, net 0 (estimated; 1 day held out of movement)
- Primary App Store category: Analytics, #1,362 (14-day median position)
- Listing reviews: 0

## Public callouts
- Detect recurring return and refund issues
- Turn customer feedback into structured issue categories
- Track trends and receive scheduled merchant reports
## Shopify App Store categories
- Analytics

## Data note
Profile updated: October 15, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-11-08 20:51:13.785377\+00
Detection metrics refreshed: 2026-11-08 10:00:00.19319\+00
Public app evidence date: 2026-10-15 09:51:44.134856\+00
This generated Markdown profile intentionally exposes only public, stable app-profile fields and a small public app-stack sample from Shoplist. It excludes private contact data, people data, internal scores, crawl provenance, full datasets, and unstable operational fields.

## Related links
- [HTML app profile](https://shoplist.co/shopify-apps/frictioniq)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)