What is Monocle: AI for Retention's Shopify App Store audit score?

Monocle: AI for Retention scored 75/100 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 88/100, Categories & Discoverability 33/100, Technical & Support 57/100, 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 Monocle: AI for Retention doing well?

Monocle: AI for Retention'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 Monocle: AI for Retention loses its current edge in this category.

What can Monocle: AI for Retention improve?

The weakest area in Monocle: AI for Retention's audit is Categories & Discoverability, scored at 33/100. The failing checks are category count, feature tags, 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

Monocle: AI for Listing Audit — 75/100

Quick verdict

Generated from Monocle: AI for Retention's audit data

Monocle: AI for Retention scores 75/100 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 75/100 overall. Watch-items: categories & discoverability (33/100) and languages (50/100) drag the average down; lifting categories & discoverability is the single largest available lever. Per-category breakdown below.

Monocle: AI for Retention

Independent listing audit — Shopify

75/100·grade B·★ 5 (11)·audited today·0 changes in 30d

View app

75/100

Grade B

Needs work

Overall: 75/100
Grade: B
Last audit: today
Changes: 0 30d

This is an independent listing audit for Monocle: AI for Retention on Shopify. It scored 75/100 (grade B) on today's snapshot. Top strength: Title Optimization at 100/100. Biggest gap: Categories & Discoverability at 33/100. We re-audit every 24 hours from the canonical Shopify listing.

Section breakdown

Detailed checks & fixes

Title Length25/30 chars
Title Keywords3 keywords found
Brand Name PositionTitle starts with a brand name
Separator UsageUses separator to structure title

Introduction80/100 chars
Intro Keywords7 unique keywords
Description363/500 chars
Description Keywords31 unique keywords
Feature List5 features listed
Feature ClarityAll features within 80 char limit
SEO Description160/160 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 Count3 screenshots — add more
Hero VideoVideo or media content found
Screenshot Variety3 unique screenshots

Medium impact

Screenshot Count

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

Category CountNo categories
Feature TagsNo feature tags
Integrations7 integrations listed

High impact

Category Count

Assign your app to relevant categories — this is essential for marketplace discoverability.

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 PlansNo pricing plans listed

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

HistoryMonocle: AI for Retention changes0 updates in 30d AppsMonocle: AI for Retention overviewReviews · keywords BestTop Shopify appsBeyond Monocle: AI for Retention MethodologyHow we score6-area weighted rubric GlossaryAudit termsScore, tier, sections

Last updated: July 10, 2026

Quick verdict

Monocle: AI for Retention

How Monocle: AI for Retention's 75/100 breaks down

Frequently asked questions

What is Monocle: AI for Retention's Shopify App Store audit score?

What is Monocle: AI for Retention doing well?

What can Monocle: AI for Retention improve?

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