Categorify ‑Product Classifier vs Rubick AI

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for Categorify ‑Product Classifier, Jun 18, 2026 for Rubick AI.

The short answer

  • Only Categorify ‑Product Classifier lists a free plan.
  • Rubick AI lists 21 features Categorify ‑Product Classifier’s listing doesn’t mention, including A/B testing, AI generation, Analytics.

Head to head

App Store reviews

Categorify ‑Product Classifier: —
Rubick AI: 2
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Workflow automation
  • Collections
  • Image editor
  • Collections
Languages
  • English
  • English
Launched
Dec 8, 2025
Jan 10, 2025
Built for Shopify
Not badged
Not badged
Reviews per month
—
1 last full month
Detected stores
0active installs
0active installs
Most common store size
—
—
Top countries
—
—

Momentum

New reviews each month

Review pace is the clearest public read on how fast an app is winning new merchants.

011JanJunCategorify ‑Product Classifier: 1 reviews in June 2026Rubick AI: 1 reviews in January 2026Rubick AI: 1 reviews in June 2026
Categorify ‑Product ClassifierRubick AICompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $99/month
—
Plans
Trial for 7 daysFree
  • · 100 categorizations
  • · All languages supported
  • · Auto-categorize new & updated products
  • · Custom AI instructions
  • · One-click categorization in Admin
Starter$19/month
3,000 categorizations / month then top-up pricing
  • · 3,000 categorizations / month
  • · All languages supported
  • · Auto-categorize new & updated products
  • · One-click categorization in Admin
Growth$49/month
11,000 categorizations / month then top-up pricing
  • · 11,000 categorizations / month
  • · Custom AI instructions
  • · Everything in Starter
Scale$99/month
23,000 categorizations / month then top-up pricing
  • · 23,000 categorizations / month
  • · Everything in Growth
  • · Priority support
Free
Coverage
7 of 28 features25%
25 of 28 features89%
Unique strengths
  • Auto-sync data
  • Custom rules
  • Custom workflows
  • A/B testing
  • AI generation
  • Analytics
  • Background removal
  • +17 more
Collections
33%5/15
93%14/15
Collection management
18%2/11
100%11/11
Sorting actions
75%3/4
75%3/4
Image editor
0%0/11
100%11/11
Bulk editing
0%0/7
100%7/7
Image optimization
0%0/4
100%4/4
Workflow automation
100%2/2
0%0/2
Customization
100%2/2
0%0/2
3421onlybothonly
Categorify ‑Product ClassifierRubick AI28 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
—
—
How it sells itself

Product Classifier eliminates manual product categorization. Our AI-powered app automatically assigns categories to products as they're added or updated—whether through the admin UI, bulk imports, or API integrations. With support for all languages and customizable AI instructions, you can enforce your unique categorization rules across your entire catalog.

Sync your Shopify store with Rubick OS, the next-gen AI-powered eCommerce Operating System. Manage, publish, and control all your product information from one intuitive interface. Automate cataloging, enhance content, list across marketplaces, perform quality audits, and monitor competitors—all in one place. Harness generative AI to streamline operations and accelerate your go-to-market across channels effortlessly.

Key points
  • Auto-categorize on create/update - Works silently for all product changes
  • Multi-language AI - Categorizes products in any language automatically
  • One-click bulk actions - Classify products, lists, or entire collections
  • Custom AI instructions - Fine-tune categories to match your business rules
  • Unified Dashboard - Manage all product data from a single interface
  • Automated Cataloging - Eliminate manual work with smart automation
  • Content Enrichment - Enhance product details for better visibility and sales.
  • Multichannel Listing - Publish products seamlessly across marketplaces.
Screenshots
Dashboard showing recent categorizations and navigation menu
Collection page ready to categorize all products at onceSettings page with auto-categorization and AI instructionsProduct index with two products selected for categorization
Measure your catalog health
Monitor your competitorsCatalog creation and attribute generation using AIBuild master database

All the numbers

Every figure, side by side

A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.

Showing only the rows where the apps differ.

Adoption

MeasureCategorify ‑Product ClassifierRubick AI
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasureCategorify ‑Product ClassifierRubick AI
App Store ratingNot published1.0 ★
App Store reviewsNot published2
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureCategorify ‑Product ClassifierRubick AI
Free planYesNot listed
Lowest paid monthly plan$19/monthNo monthly plan listed
Longest free trialNot listedNot listed
Plans listed4Not published

Listing

MeasureCategorify ‑Product ClassifierRubick AI
Shopify category rank#33in CollectionsNot enough data
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedDec 8, 2025Jan 10, 2025
Languages1English1English
DeveloperInfinea Consulting LtdRubick AI

FAQ

Categorify ‑Product Classifier and Rubick AI: common questions

Is Categorify ‑Product Classifier or Rubick AI cheaper?
Only Categorify ‑Product Classifier lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
What features does each app list that the other doesn’t?
Categorify ‑Product Classifier lists 3 the others don’t mention, such as Auto-sync data, Custom rules, Custom workflows. Rubick AI lists 21 the others don’t mention, such as A/B testing, AI generation, Analytics, Background removal. A feature missing from a listing may still be supported; this compares what each App Store listing says.
Where does this comparison’s data come from?
Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 13, 2026 for Categorify ‑Product Classifier, Jun 18, 2026 for Rubick AI; estimated figures are labeled.

How Shoplist compares apps

Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 13, 2026 for Categorify ‑Product Classifier, Jun 18, 2026 for Rubick AI. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.