What is H‑Lab: AI Variant Grouper's Shopify App Store audit score?

H‑Lab: AI Variant Grouper scored 81/100 in the AppRanks listing audit — a healthy overall result. The score is the weighted average of 6 category checks: Title Optimization 100/100, Description & Content 94/100, Visual Assets 75/100, Categories & Discoverability 88/100, 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 H‑Lab: AI Variant Grouper doing well?

H‑Lab: AI Variant Grouper's strongest audit area is Title Optimization, 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 H‑Lab: AI Variant Grouper loses its current edge in this category.

What can H‑Lab: AI Variant Grouper improve?

The weakest area in H‑Lab: AI Variant Grouper's audit is Languages, scored at 50/100. The failing checks are language count, each with a concrete fix described below. Tightening this category is the highest-impact change available to the listing — its weight in the overall score makes it the lever most likely to move the headline number on the next refresh.

AppRanks

H‑Lab: AI Variant Listing Audit — 81/100

Quick verdict

Generated from H‑Lab: AI Variant Grouper's audit data

H‑Lab: AI Variant Grouper scores 81/100 across 6 category checks, which puts it in the healthy band — focused gaps rather than systemic problems. Strengths: title optimization at 100/100 and description & content at 94/100 carry the headline — both above the 81/100 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.

H‑Lab: AI Variant Grouper

Independent listing audit — Shopify

81/100·grade B·audited today·0 changes in 30d

View app

81/100

Grade B

Needs work

Overall: 81/100
Grade: B
Last audit: today
Changes: 0 30d

This is an independent listing audit for H‑Lab: AI Variant Grouper on Shopify. It scored 81/100 (grade B) on today's snapshot. Top strength: Title Optimization at 100/100. Biggest gap: Languages at 50/100. We re-audit every 24 hours from the canonical Shopify listing.

Section breakdown

Detailed checks & fixes

Title Length25/30 chars
Title Keywords4 keywords found
Brand Name PositionTitle starts with a brand name
Separator UsageUses separator to structure title

Introduction100/100 chars
Intro Keywords9 unique keywords
Description499/500 chars
Description Keywords36 unique keywords
Feature List5 features listed
Feature ClarityAll features within 80 char limit
SEO Description149/160 chars
Demo StoreNo demo store URL

Low impact

Demo Store

Add a demo store URL so merchants can see your app in action before installing.

App IconApp icon is set
Screenshot Count4 screenshots — add more
Hero VideoNo video content found
Screenshot Variety4 unique screenshots

Medium impact

Screenshot Count

Add at least 5 screenshots to fully showcase your app's interface and features.

Category Count2 categories
Category NamesAll categories have names
Feature Tags7 feature tags
IntegrationsNo integrations listed

Low impact

Integrations

List integrations with other tools/platforms to show compatibility.

Built for ShopifyNo Built for Shopify badge
Demo StoreNo demo store
Privacy PolicyPrivacy policy link provided
FAQNo FAQ
DocumentationNo documentation link
TutorialNo tutorial or guide
Pricing Plans1 plan(s) with details

Medium impact

Built for Shopify

Earn the Built for Shopify badge to increase merchant trust and get priority placement.

Language CountOnly 1 language
EnglishEnglish supported
SpanishSpanish not listed
FrenchFrench not listed
GermanGerman not listed
PortuguesePortuguese not listed

Medium impact

Language Count

Add language support information. Multi-language apps reach significantly more merchants.

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Methodology

Six weighted areas, pass / warning / fail per check, tiers at 85 / 65. Full methodology · Glossary

Explore further

HistoryH‑Lab: AI Variant Grouper changes0 updates in 30d BenchmarkLanguages rankingWhere H‑Lab: AI Variant Grouper sits AppsH‑Lab: AI Variant Grouper overviewReviews · keywords BestTop Shopify appsBeyond H‑Lab: AI Variant Grouper MethodologyHow we score6-area weighted rubric GlossaryAudit termsScore, tier, sections

Last updated: July 10, 2026

Quick verdict

H‑Lab: AI Variant Grouper

How H‑Lab: AI Variant Grouper's 81/100 breaks down

Frequently asked questions

What is H‑Lab: AI Variant Grouper's Shopify App Store audit score?

What is H‑Lab: AI Variant Grouper doing well?

What can H‑Lab: AI Variant Grouper improve?

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