---
title: "WunderAgent: AI Customer Tags Shopify App Profile"
description: "WunderAgent uses large-language models to automatically tag customers and products to update metafields based on prompts. These prompts can be scaled to 1000s of customers and are applied as jobs. By analyzing customer profiles and their order history, WunderAgent helps merchants pinpoint churn risks, set up marketing campaigns, and maintain clean customer data without relying on unflexible database queries. Merchants save time, improve targeting, and gain clearer insights."
canonical_url: "https://shoplist.co/shopify-apps/wunderagent-ai-customer-tags"
markdown_url: "https://shoplist.co/shopify-apps/wunderagent-ai-customer-tags.md"
last_updated: "2026-10-13"
entity_type: "shopify_app"
slug: "wunderagent-ai-customer-tags"
source: "public Shopify app profile allowlist"
---

# WunderAgent: AI Customer Tags Shopify App Profile

> WunderAgent uses large-language models to automatically tag customers and products to update metafields based on prompts. These prompts can be scaled to 1000s of customers and are applied as jobs. By analyzing customer profiles and their order history, WunderAgent helps merchants pinpoint churn risks, set up marketing campaigns, and maintain clean customer data without relying on unflexible database queries. Merchants save time, improve targeting, and gain clearer insights.

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

## Key facts
- Name: WunderAgent: AI Customer Tags
- Monitoring status: Storefront detection limited
- Developer: MMR Labs GmbH
- Developer profile: https://shoplist.co/app-developers/liquify-gmbh
- Shopify App Store URL: https://apps.shopify.com/wunderagent-ai-customer-tags
- Launch date: March 18, 2025
- Shoplist category: Loyalty & Referrals
- Free plan signal: Yes

## Pricing summary
Free: Free; Basic: $9.99/month; Pro: $24.90/month; Ultra: $49.90/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: Marketing - Other
- Listing reviews: 0

## Public callouts
- AI-Powered Tagging – Automatically tag customers and products with labels.
- Metafield Updates – Effortlessly set relevant customer metafields at scale.
- Curated Prompt Templates – Pick ready-made prompts for quick customer analysis.
## Shopify App Store categories
- Marketing - Other
- Customer loyalty - Other

## Data note
Profile updated: October 13, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-11-03 21:00:04.65815\+00
Detection metrics refreshed: 2026-11-03 10:00:00.337189\+00
Public app evidence date: 2026-10-13 23:30:33.85566\+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/wunderagent-ai-customer-tags)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)