---
title: "ReturnGuardian Shopify App Profile"
description: "ReturnGuardian analyzes product pages to highlight issues that can contribute to customer returns, such as unclear sizing, missing details, vague descriptions, and incomplete specifications. It helps merchants review return risk by product, prioritise the most important fixes, and improve product information before problems affect margins. Made for Shopify merchants, it gives a practical way to audit product pages and improve buying clarity."
canonical_url: "https://shoplist.co/shopify-apps/returnguardian"
markdown_url: "https://shoplist.co/shopify-apps/returnguardian.md"
last_updated: "2026-10-14"
entity_type: "shopify_app"
slug: "returnguardian"
source: "public Shopify app profile allowlist"
---

# ReturnGuardian Shopify App Profile

> ReturnGuardian analyzes product pages to highlight issues that can contribute to customer returns, such as unclear sizing, missing details, vague descriptions, and incomplete specifications. It helps merchants review return risk by product, prioritise the most important fixes, and improve product information before problems affect margins. Made for Shopify merchants, it gives a practical way to audit product pages and improve buying clarity.

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

## Key facts
- Name: ReturnGuardian
- Monitoring status: Storefront detection limited
- Developer: Coelus Labs Ltd
- Developer profile: https://shoplist.co/app-developers/coelus-labs-ltd
- Shopify App Store URL: https://apps.shopify.com/returnguardian
- Launch date: May 6, 2026
- Shoplist category: Product Reviews & UGC
- Rating: 5
- Review count: 3
- Free plan signal: Yes

## Pricing summary
Free: Free; Starter: $12/month; Growth: $25/month; Scale: $49/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 3, 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)
- Primary App Store category: Content - Other, #93 (14-day median position)
- Listing reviews: 2

## Public callouts
- Analyse product pages for return risks
- Highlight unclear sizing and missing product details
- Prioritize the most important fixes first
- Get a return risk score for each product
- Track previous analyses to see product improvement over time
## Shopify App Store categories
- Content - Other

## 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: 2026-11-03 17:04:23.97369\+00
Detection metrics refreshed: 2026-11-03 10:00:00.337189\+00
Public app evidence date: 2026-10-14 03:40:24.223545\+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/returnguardian)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)