---
title: "TaxonomyForge Product Category Shopify App Profile"
description: "TaxonomyForge scans your catalog for products with missing categories, blank or generic product types \\(\"Misc\"\\), and empty attributes. It then proposes a Shopify Standard Product Taxonomy category with a confidence score, a clean product type, and attribute metafields \\(material, color, style, occasion\\) taken from your own copy. Every change is a before/after diff you approve, one by one or in bulk, and everything is audit-logged. Clean categories power search, filters, and ads."
canonical_url: "https://shoplist.co/shopify-apps/taxonomyforge-product-category"
markdown_url: "https://shoplist.co/shopify-apps/taxonomyforge-product-category.md"
last_updated: "2026-11-02"
entity_type: "shopify_app"
slug: "taxonomyforge-product-category"
source: "public Shopify app profile allowlist"
---

# TaxonomyForge Product Category Shopify App Profile

> TaxonomyForge scans your catalog for products with missing categories, blank or generic product types \("Misc"\), and empty attributes. It then proposes a Shopify Standard Product Taxonomy category with a confidence score, a clean product type, and attribute metafields \(material, color, style, occasion\) taken from your own copy. Every change is a before/after diff you approve, one by one or in bulk, and everything is audit-logged. Clean categories power search, filters, and ads.

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

## Key facts
- Name: TaxonomyForge Product Category
- Monitoring status: First-adopter watch
- Developer: CGN Media Group LLC
- Developer profile: https://shoplist.co/app-developers/cgn-media-group-llc
- Shopify App Store URL: https://apps.shopify.com/taxonomyforge
- Website: https://orbitloft.com/
- Launch date: September 28, 2026
- Shoplist category: Search & SEO
- Free trial signal: Yes

## Pricing summary
Starter: $19/month; Growth: $49/month; Pro: $99/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: not enough observed days yet
- Primary App Store category: Product content
- Listing reviews: 0

## Public callouts
- AI product category matching with confidence scores, based on your own copy
- Approve queue: category, type, and attributes applied only on your OK
- Bulk review with one-click select-all-high-confidence and a full audit log
## Shopify App Store categories
- Product content

## Data note
Profile updated: November 2, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-11-03 17:05:50.797428\+00
Detection metrics refreshed: 2026-11-03 10:00:00.337189\+00
Public app evidence date: 2026-11-02 22:05:02.181652\+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/taxonomyforge-product-category)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)