Quick verdict
Generated from this listing's audit data
ButterflAI Product Description scores 83/100 on the AppRanks listing audit across 6 category checks, which puts it in the healthy-band of audited listings, with focused gaps rather than systemic problems. Reasons merchants typically choose this listing: categories & discoverability and description & content score above the platform median, which usually correlates with stronger first-impression conversion and search-result CTR. Reasons merchants might consider alternatives: languages and technical & support score below the platform median; the largest single ROI for the developer would be lifting languages since category weights are fixed in the rubric. The full per-category breakdown follows below; the methodology section explains how each category is scored and weighted across the Shopify App Store listing audit rubric.
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ButterflAI Product Description Listing Audit — Shopify App Store
Shopify App Store·5.0(8)·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
95/100 chars
Intro Keywords
11 unique keywords
Description
417/500 chars
Description Keywords
38 unique keywords
Feature List
5 features listed
Feature Clarity
All features within 80 char limit
SEO Description
116/160 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
6 screenshots
Hero Video
No video content found
Add a demo video to increase engagement — listings with videos get higher conversion rates.
Screenshot Variety
6 unique screenshots
Track this score weekly
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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
34 feature tags
Integrations
6 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
FAQ link provided
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
3 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 not listed
English is the most widely used language — ensure your app supports it.
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
highLanguages
English
English is the most widely used language — ensure your app supports it.
mediumLanguages
Language Count
Add language support information. Multi-language apps reach significantly more merchants.
mediumVisual Assets
Hero Video
Add a demo video to increase engagement — listings with videos get higher conversion rates.
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
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 18, 2026
How this audit score is calculated
This is an independent audit — ButterflAI Product Description's overall score of 83/100 is a healthy result with specific areas to tighten, computed as the weighted average of 6 category checks scored against a fixed rubric. The strongest category is Categories & Discoverability (100/100); the weakest is Languages (33/100). The largest single improvement available to this listing is in languages — because category weights are fixed, lifting a low score in a heavily-weighted category moves the headline number more than the same lift in a lighter category. AppRanks runs the rubric independently of Shopify App Store and the app developer; the same rubric is applied to every Shopify App Store listing AppRanks audits, and we do not weight by paid relationship, traffic, partnership tier, or any commercial agreement with the developer. The exact category weightings, per-check scoring formulas, and 24-hour refresh cadence are documented on our methodology page; the breakdown below shows exactly which checks moved the score up or down for ButterflAI Product Description specifically.
AppRanks does not accept payment to influence rankings, audit scores, or comparison outcomes. If a developer disputes a number, the underlying Shopify App Store App Store listing is always the ground truth — our snapshot is at most one refresh cycle behind. Email [email protected] with the URL and the discrepancy and we'll investigate within 24 hours.
Frequently asked questions
What is ButterflAI Product Description's Shopify App Store audit score?
ButterflAI Product Description scored 83/100 in the AppRanks listing audit — a healthy overall result. The score is the weighted average of 6 category checks: Title Optimization 88/100, Description & Content 94/100, Visual Assets 88/100, Categories & Discoverability 100/100, Technical & Support 71/100, Languages 33/100. 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 ButterflAI Product Description doing well?
ButterflAI Product Description's strongest audit area is Categories & Discoverability, 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 ButterflAI Product Description loses its current edge in this category.
Explore further
- Compare ButterflAI Product Description with another appSide-by-side pricing, features, rankings, and reviews on the Shopify App Store.
- Browse Shopify App Store appsSee category leaders and competitive landscape.
- Audit metrics glossaryDefinitions for audit score, review velocity, featured placement, and 12 more terms used here.
- ButterflAI Product Description audit historyScore timeline — see what changed across each snapshot, with deltas vs the prior audit.
- ButterflAI Product Description on Shopify App StoreThe canonical app page — pricing, features, ratings, screenshots, and the marketplace listing summary.
- What is an audit score?Definition + how the 0–100 number is computed, what each section weight contributes, and how often it refreshes.
- Top-rated Shopify App Store appsSee where ButterflAI Product Description stands against the Shopify App Store's highest-rated apps — daily-refreshed ranking.