Quick verdict
Generated from Categorify ‑Product Classifier's audit data
Categorify ‑Product Classifier scores 86/100 across 6 category checks, which places it in the upper tier of audited Shopify App Store listings. Strengths: visual assets at 100/100 and categories & discoverability at 100/100 carry the headline — both above the 86/100 overall. Watch-items: languages (50/100) and technical & support (64/100) drag the average down; lifting languages is the single largest available lever. Per-category breakdown below.
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Categorify ‑Product Classifier Listing Audit — Shopify App Store
Shopify App Store·0.0(0)·Free plan available
EXCELLENT
Score Breakdown
What good looks like: A strong listing title is 50–60 characters, leads with the app name, and includes the primary benefit (e.g. "Judge.me — Product Reviews & Ratings").
Title Length
30/30 chars
Title Keywords
3 keywords found
Brand Name Position
Title starts with a brand name
Separator Usage
No separator found
Consider using a dash or pipe (|) to separate brand name from keywords.
What good looks like: A complete description has 4+ feature paragraphs, names of integrations, and concrete merchant benefits. Aim for 1,500–3,000 words with section headings.
Introduction
89/100 chars
Intro Keywords
7 unique keywords
Description
486/500 chars
Description Keywords
36 unique keywords
Feature List
5 features listed
Feature Clarity
All features within 80 char limit
SEO Description
154/160 chars
Demo Store
No demo store URL
Add a demo store URL so merchants can see your app in action before installing.
What good looks like: Top-tier listings ship 6+ screenshots, an icon at 512×512 or larger, and an explainer video. Each screenshot is labelled and shows a real product surface.
App Icon
App icon is set
Screenshot Count
5 screenshots
Hero Video
Video or media content found
Screenshot Variety
5 unique screenshots
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What good looks like: Pick 1 primary category that matches the dominant search intent (e.g. "Reviews"), plus up to 2 secondary categories for discovery breadth. Avoid generic "Tools" placement.
Category Count
2 categories
Category Names
All categories have names
Feature Tags
7 feature tags
Integrations
1 integrations listed
What good looks like: Pricing is clearly tiered with explicit free/paid distinction. Trial period stated. Title separator is a hyphen or em-dash, not a pipe. No truncation in the description's first 160 chars.
Built for Shopify
No Built for Shopify badge
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Demo Store
No demo store
Set up a demo store so merchants can preview your app before installing.
Privacy Policy
Privacy policy link provided
FAQ
No FAQ
Add a FAQ to reduce support requests and help merchants self-serve.
Documentation
No documentation link
Link to your documentation — it shows professionalism and reduces churn.
Tutorial
No tutorial or guide
Add a getting-started tutorial to help new users succeed quickly.
Pricing Plans
4 plan(s) with details
What good looks like: Top global listings support 5+ languages (English plus four major markets — Spanish, French, German, Portuguese). The app description is fully translated, not just the UI.
Language Count
Only 1 language
Add language support information. Multi-language apps reach significantly more merchants.
English
English supported
Spanish
Spanish not listed
Adding Spanish support would expand your reach to more merchants.
French
French not listed
Adding French support would expand your reach to more merchants.
German
German not listed
Adding German support would expand your reach to more merchants.
Portuguese
Portuguese not listed
Adding Portuguese support would expand your reach to more merchants.
Top Priorities
mediumLanguages
Language Count
Add language support information. Multi-language apps reach significantly more merchants.
mediumTechnical & Support
Built for Shopify
Earn the Built for Shopify badge to increase merchant trust and get priority placement.
mediumTechnical & Support
Demo Store
Set up a demo store so merchants can preview your app before installing.
lowLanguages
Spanish
Adding Spanish support would expand your reach to more merchants.
lowLanguages
French
Adding French support would expand your reach to more merchants.
lowLanguages
German
Adding German support would expand your reach to more merchants.
lowLanguages
Portuguese
Adding Portuguese support would expand your reach to more merchants.
lowTitle Optimization
Separator Usage
Consider using a dash or pipe (|) to separate brand name from keywords.
lowDescription & Content
Demo Store
Add a demo store URL so merchants can see your app in action before installing.
lowTechnical & Support
FAQ
Add a FAQ to reduce support requests and help merchants self-serve.
lowTechnical & Support
Documentation
Link to your documentation — it shows professionalism and reduces churn.
lowTechnical & Support
Tutorial
Add a getting-started tutorial to help new users succeed quickly.
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Last updated: May 19, 2026
How Categorify ‑Product Classifier's 86/100 breaks down
Categorify ‑Product Classifier's overall score of 86/100 is an excellent overall result, computed as the weighted average of 6 category checks. The spread is highly polarized across categories — 4 categories score above the headline number and 2 score below. The strongest category is Visual Assets (100/100, +14 vs overall); the weakest is Languages (50/100), a 36-point gap below the headline score — the largest single lever. Top three by score: Visual Assets (100), Categories & Discoverability (100), Description & Content (94).
Scoring criteria, category weightings, and the full rubric (identical across every Shopify App Store listing AppRanks audits) are documented on the methodology page and the audit-score glossary entry. Disputes or data corrections: [email protected].
Frequently asked questions
What is Categorify ‑Product Classifier's Shopify App Store audit score?
Categorify ‑Product Classifier scored 86/100 in the AppRanks listing audit — an excellent overall result. The score is the weighted average of 6 category checks: Title Optimization 88/100, Description & Content 94/100, Visual Assets 100/100, Categories & Discoverability 100/100, Technical & Support 64/100, Languages 50/100. Each category is scored against a fixed rubric that is identical for every app on the platform, so scores are directly comparable across Shopify listings.
What is Categorify ‑Product Classifier doing well?
Categorify ‑Product Classifier's strongest audit area is Visual Assets, scored at 100/100. Of the 4 checks AppRanks runs in this category, 4 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before Categorify ‑Product Classifier loses its current edge in this category.
Explore further
- Compare Categorify ‑Product Classifier with another appStack Categorify ‑Product Classifier's visual assets score (100/100) against a rival listing on Shopify App Store.
- Browse Shopify App Store appsSee how other Shopify App Store listings handle languages — Categorify ‑Product Classifier's weakest category at 50/100.
- Audit metrics glossaryDefinitions for the Visual Assets and Languages checks used on this audit, plus the rest of the AppRanks vocabulary.
- Categorify ‑Product Classifier audit historyScore timeline for Categorify ‑Product Classifier — see whether the 86/100 result is improving, holding, or slipping.
- Categorify ‑Product Classifier on Shopify App StorePricing, features, ratings, and the live Shopify App Store marketplace summary for Categorify ‑Product Classifier.
- What is an audit score?Why Categorify ‑Product Classifier landed at 86/100 — the canonical definition, weightings, and refresh cadence.
- Top-rated Shopify App Store appsSee where Categorify ‑Product Classifier's excellent 86/100 places it against the Shopify App Store's highest-rated apps.