---
title: "ReasonWhy Shopify App Profile"
description: "ReasonWhy reads your existing returns data and uses AI to group return reasons into clear categories, so you can stop guessing why customers send items back. It ranks your products by return impact and explains the real reason behind each one, whether sizing, fit, quality, or misleading product pages, then gives you evidence-backed fixes. Instead of just processing returns after they happen, you prevent the next one at the source. Works alongside your returns portal, not as a replacement."
canonical_url: "https://shoplist.co/shopify-apps/reasonwhy"
markdown_url: "https://shoplist.co/shopify-apps/reasonwhy.md"
last_updated: "2026-10-14"
entity_type: "shopify_app"
slug: "reasonwhy"
source: "public Shopify app profile allowlist"
---

# ReasonWhy Shopify App Profile

> ReasonWhy reads your existing returns data and uses AI to group return reasons into clear categories, so you can stop guessing why customers send items back. It ranks your products by return impact and explains the real reason behind each one, whether sizing, fit, quality, or misleading product pages, then gives you evidence-backed fixes. Instead of just processing returns after they happen, you prevent the next one at the source. Works alongside your returns portal, not as a replacement.

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

## Key facts
- Name: ReasonWhy
- Monitoring status: First-adopter watch
- Developer: ReasonWhy
- Developer profile: https://shoplist.co/app-developers/reasonwhy
- Shopify App Store URL: https://apps.shopify.com/reasonwhy
- Website: https://getreasonwhy.com
- Launch date: June 15, 2026
- Shoplist category: Marketing Automation
- Free trial signal: Yes

## Pricing summary
Starter: $49/month; Growth: $99/month; Pro: $199/month

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, #1,548 (14-day median position)
- Listing reviews: 0

## Public callouts
- AI-grouped return reasons that turn raw returns data into clear, fixable themes
- Products ranked by return impact so you fix the costliest issues first
- Evidence-backed page fixes for sizing, fit, imagery, and copy
- Reads from your existing returns and review tools, no workflow changes
- Recompute insights anytime from raw data you fully own
## Shopify App Store categories
- Analytics

## Data note
Profile updated: October 14, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-11-08 20:11:19.548821\+00
Detection metrics refreshed: 2026-11-08 10:00:00.19319\+00
Public app evidence date: 2026-10-14 02:15:11.793164\+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/reasonwhy)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)