A complete snapshot of the English Shopify App Store — every listed app with its key metadata, plus the full text of every 1–2★ review.
- 25,073 apps (the full English catalog) —
shopify_apps.csv(~15 MB) - 29,957 negative (1–2★) reviews across 4,378 apps —
shopify_negative_reviews.csv(~15 MB) - Collected: August 2026
- Format: UTF-8 CSV
| File | Rows | What |
|---|---|---|
shopify_apps.csv |
25,073 | One row per app — ratings, reviews, pricing, categories, integrations, launch date, etc. (24 fields) |
shopify_negative_reviews.csv |
29,957 | One row per 1–2★ review — joined to app name/category/developer, with reviewer store, country, usage duration, date, and full text |
| Column | Description |
|---|---|
slug |
App handle (URL path on apps.shopify.com) |
url |
Full listing URL |
name |
App name |
developer |
Developer / publisher name |
rating |
Average star rating (blank if the app has no reviews) |
review_count |
Number of reviews (0 if none) |
pricing_summary |
Headline pricing line (e.g. "Free plan available", "From $39/month") |
price_min / price_max |
Cheapest / most expensive paid plan (USD/month), blank if none |
has_free_plan |
1 if a free plan is offered |
has_free_trial |
1 if a free trial is offered |
built_for_shopify |
1 if the app carries the "Built for Shopify" badge |
primary_category |
Main category |
categories |
All categories (; -separated) |
category_slugs |
Category slugs (; -separated) |
languages |
Supported languages (; -separated) |
works_with |
Integrations / compatible surfaces (; -separated) |
launched |
Launch date |
app_category |
schema.org applicationCategory |
pricing_plans |
Plan names / prices (; -separated) |
icon_url |
App icon image URL |
description |
App description |
lastmod |
Listing last-modified date (from the sitemap) |
scraped_at |
When this row was collected (ISO 8601) |
- 10,536 apps have at least one review; 850,441 reviews in total across the store.
- Average rating among reviewed apps: 4.48★ (8,105 apps rated 4.5–5.0).
- 15,876 unique developers across 122 categories.
- Monetization: 16,672 apps offer a free plan, 12,801 a free trial, and 20,786 carry the Built for Shopify badge.
- Apps launched between 2009 and 2026.
Most-reviewed apps: Judge.me Product Reviews (43,514), TikTok (15,421), Shopify Flow (11,960), Loox (8,979), Pop Convert (8,584), Shop (8,399), Appstle Subscriptions (8,220).
Largest categories: Analytics (1,183), SEO (854), Chat (812), Shipping (794), Discounts (767).
Every 1–2★ review for every app that has one — 29,957 reviews (24,287 one-star, 5,670 two-star), verified complete against each app's on-page per-star counts.
| Column | Description |
|---|---|
slug, name, primary_category, developer |
The reviewed app (joined from the catalog) |
rating |
1 or 2 |
review_date |
Date the review was posted |
store |
Reviewer's store name |
country |
Reviewer's country |
duration |
How long they'd used the app (e.g. "Over 2 years using the app") |
text |
Full review text (empty for rating-only reviews) |
What merchants complain about (share of the 28,228 text reviews): support unresponsive/slow 38%, broke/bugs 25%, price hike / hidden fees 19%, broke after an update 9%, missing/inflexible 10%.
- Fields are parsed from the public app listing pages.
rating/review_countare blank/0for apps with no reviews yet — this is accurate, not missing data. - This is a point-in-time snapshot; ratings, review counts, and pricing change over time.
- App names, descriptions, and icons are the property of their respective developers. This dataset is shared for research and analysis; check Shopify's terms before commercial redistribution.