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State of the Shopify App Store, May 2026 Report
AppstorePulse · 2026-06-01 · via Show HN

If you only read one block, read this one. Every bullet starts with a number.

  • 2,713 apps launched on the Shopify App Store in May 2026, and 23.8% of them mention AI in their name, tagline, or description, vs 14.7% of the installed base.
  • 21,509 live public apps now serve Shopify merchants, carrying 828,076 reviews at an average rating of 4.65 stars.
  • 21,254 new reviews were posted in May, +4.0% over April, the only honest month-over-month signal in this report, since review timestamps come straight from Shopify.
  • 1,497 apps now carry the Built for Shopify badge, about 7% of the live catalogue. Only one of the top 10 most-reviewed apps does not have it.
  • 76.6% of live apps are English-only. Localization remains the largest, cheapest, most-ignored optimization on the App Store.

appstorepulse.com/reports · State of the Shopify App Store, May 2026

The Shopify App Store now hosts 21,509 live public apps with 828,076 reviews across them at an average rating of 4.65 stars.

Average rating (5+ reviews)

Built for Shopify apps (7%)

Free vs paid split

65% of live apps offer at least one free plan; 35% are paid-only. The Shopify App Store is structurally a freemium marketplace.

Free plan available · 14,071

Paid-only · 7,438

Total reviews ever

We have collected 950,996 reviews going back to 2013. Of those, 828,076 (87%) sit on apps that are still live, a useful reminder that the App Store has a meaningful long-tail of delisted history.

On live apps · 828,076

On removed apps · 122,920

appstorepulse.com/reports · State of the Shopify App Store, May 2026

2,713 apps launched and 56 apps were removed in May 2026, while merchants posted 21,254 new reviews, up 4.0% over April.

Apps removed from the store

Review velocity, April vs May

Review timestamps come from Shopify's posted_at field and are stable month-over-month. New-review volume grew from 20,439 in April to 21,254 in May (+4.0%).

Who's getting reviewed

2,243 distinct apps received at least one review in May, roughly 1 in 10 live apps. The new reviews themselves skewed positive: an average of 4.81 stars, slightly above the all-time mean of 4.65.

Apps reviewed in May

10% of live

Avg rating of new reviews

vs 4.65 all-time

infoWhy no month-over-month launch comparison? Data coverage was still expanding through April 2026, so an apples-to-apples MoM for launches would be misleading. Review timestamps are comparable because they come from Shopify directly. We'll publish honest launch MoM starting next month.

appstorepulse.com/reports · State of the Shopify App Store, May 2026

AI mentions are 1.6× over-represented in May launches: 23.8% of new apps mention AI, vs 14.7% of the installed base.

of May launches mention AI (647 of 2,713)

of all live apps mention AI (3,163 of 21,509)

Share of apps mentioning AI

May 2026 launches23.8%647 of 2,713

All live apps14.7%3,163 of 21,509

Methodology note: this counts the literal token "AI" (and related forms like "AI-powered") in an app's name, tagline, or description. It's a proxy for marketed as AI, not for what the app technically does under the hood.

appstorepulse.com/reports · State of the Shopify App Store, May 2026

Analytics is the single largest category on the Shopify App Store, with 982 live apps, and it was also the most-launched category in May, with 188 new entries.

Top 10 categories by total live apps

Snapshot as of 31 May 2026.

  1. 1.982 apps
  2. 2.703 apps
  3. 3.694 apps
  4. 4.671 apps
  5. 5.649 apps
  6. 6.516 apps
  7. 7.505 apps
  8. 8.425 apps
  9. 9.394 apps
  10. 10.393 apps

Top 10 categories by May launches

Apps that first appeared on the Shopify App Store during May 2026.

  1. 1.188 new
  2. 2.139 new
  3. 3.112 new
  4. 4.75 new
  5. 5.66 new
  6. 6.61 new
  7. 7.61 new
  8. 8.51 new
  9. 9.50 new
  10. 10.49 new

SEO and Analytics dominate new-app supply(139 and 188 launches respectively in May). Both categories already have hundreds of established competitors, meaning May's launchers face the steepest discovery competition on the store.

appstorepulse.com/reports · State of the Shopify App Store, May 2026

Product reviews is the largest category by review volume on Shopify, 77,625 reviews across just 347 apps, making it the highest per-app installed demand in the catalogue.

Review counts are an imperfect proxy for installs, but the proxy is consistent across categories. Where a small number of apps share a large pool of reviews, demand is concentrated, and the established players are hard to dislodge.

CategoryTotal reviewsAppsReviews per app
Product reviews77,625347224
SEO32,98364951
Product variants32,59033099
Marketplaces30,043181166
Email marketing28,903279104
Ads27,94528797
Dropshipping27,61550555
Pop-ups27,293257106
Product bundles26,155253103
Loyalty and rewards25,46827692

appstorepulse.com/reports · State of the Shopify App Store, May 2026

UnReact Inc. publishes 151 live apps, the largest portfolio on the store, but those 151 apps share only 20 reviews between them, the classic signature of an app farm.

App-count leaderboards reward both real platform builders (Shopify, Webkul, Elfsight) and portfolio publishers shipping many low-engagement apps. Read this table with the reviews and average rating columns in hand.

DeveloperAppsTotal reviewsAvg rating
UnReact Inc.151204.84 ★
Kaktus651,2584.85 ★
GoodApps631,0334.68 ★
Webkul Software Pvt Ltd516934.45 ★
Elfsight432074.58 ★
Auremist42195.00 ★
Shopify4035,7983.93 ★
Addify401224.15 ★
Expound Coderz Pvt Ltd36214.60 ★
Mega Profit Apps35664.81 ★

appstorepulse.com/reports · State of the Shopify App Store, May 2026

Judge.me leads the Shopify App Store with 39,809 reviews, nearly 3× the next-most-reviewed third-party app and 7 of the top 10 carry the Built for Shopify badge.

AppDeveloperRatingReviewsCategoryBFS
Judge.me Product Reviews AppJudge.me539,809Product reviewscheck
TikTokTikTok Inc.4.813,145Ads
Shopify FlowShopify4.710,546Workflow automation
Pop Convert – Pop Ups, BannersPop Convert4.98,397Pop-upscheck
Loox – Product Reviews AppLoox4.97,990Product reviewscheck
Appstle℠ Subscriptions AppAppstle Inc.57,197Subscriptionscheck
SendWILL Popup Email MarketingSendWILL4.97,115Pop-upscheck
ShopShopify4.86,975Marketplaces
PageFly Landing Page BuilderPageFly4.95,689Page buildercheck
Shopify InboxShopify4.75,374Chat

appstorepulse.com/reports · State of the Shopify App Store, May 2026

May launches arrive with 4.7 screenshots on average vs 5.0 across the installed base, and only 23.7% include a video vs 29.5% for live apps overall.

CohortAppsAvg screenshotsWith videoAvg plansAvg languages
May launches2,7134.7644 (23.7%)2.22
All live apps21,50956,348 (29.5%)2.12.3

May launches are nearly as well-equipped on screenshots and pricing tiers as established apps, but lag on video adoption and localization. Adding both is among the cheapest moves a new launch can make to close the gap.

appstorepulse.com/reports · State of the Shopify App Store, May 2026

76.6% of live Shopify apps ship in English only, leaving the rest of the world's merchants underserved and the rest of the catalogue's developers an open opportunity.

Language coverage across the live catalogue

English-only76.6%16,470 apps

2–5 languages9.3%1,999 apps

5+ languages7.2%1,550 apps

Language data unknown6.9%1,490 apps

Shopify itself operates in dozens of locales; the App Store doesn't reflect that. For an app already earning English-language reviews, translating to even one additional widely-spoken language is one of the clearest unforced wins on the store.

appstorepulse.com/reports · State of the Shopify App Store, May 2026

All numbers come from AppstorePulse's daily monitoring of every public Shopify App Store listing, which records pricing, tagline, description, screenshots, badges, categories, languages, and reviews. This report uses the snapshot dated 31 May 2026.

Live apps are de-duplicated public listings present in the most recent successful data refresh. May launches are apps whose first observed publication date falls in May 2026. Reviews are counted by Shopify's posted_at field, which is stable across months and lets us compare review velocity honestly.

What we can't honestly compare yet: month-over-month launch counts. Data coverage was still expanding through April 2026, so an April-vs-May launch comparison would be biased by coverage growth, not real-world growth. We're skipping launch MoM in this first report and will publish it cleanly from June onward.

AI mentions are token matches on "AI" and related forms in name, tagline, and description. That's a measure of how apps market themselves, not of what they technically do. An app that wraps a Claude API call without saying so isn't counted; an app that puts "AI" in the name without doing anything AI-shaped is.

Reviews per app is computed as total category reviews divided by category app count, rounded. Built for Shopify share rounds to one decimal place. All percentages are rounded honestly; tiny differences between bar chart segments and percentage labels reflect that rounding.

Errata or methodology questions: mat@appstorepulse.com.

If you ship apps on the Shopify App Store, you're operating blind. Shopify doesn't tell you where you rank for any keyword. They don't tell you when a competitor changes their price, screenshots, or badge. There's no public install-attribution API. AppstorePulse fixes that.

We monitor every public Shopify app every day, currently 21,509 of them, plus 950,996 reviews indexed since 2013. The product turns that data into six things you can do that you can't do anywhere else:

  • Track where you rank for every keyword that matters, with full daily history, trend lines, and drop alerts.
  • Get notified within 24 hours when a competitor changes their price, screenshots, badges, tagline, or categories.
  • Join your Google Analytics with Shopify Partners' server-side install data, so click-vs-install attribution is real, not guessed.
  • Compare your listing against the category leader on a 100-point health audit anyone can run free, no signup.
  • Discover under-served keyword niches before they saturate, using search volume × top-app rating intersection.
  • See what's launching, growing, and disappearing across the entire App Store, the same data that built this report.

This report is built from the same daily index Pro customers see live in their dashboards.

Cite this report

“AppstorePulse, State of the Shopify App Store, May 2026 report. Published 1 June 2026.”

https://appstorepulse.com/reports/state-of-shopify-app-store-may-2026

How many Shopify apps are there?expand_more

As of 31 May 2026 there are 21,509 live public apps on the Shopify App Store, with 828,076 reviews across them and an average rating of 4.65 stars on apps with five or more reviews.

How many new Shopify apps launched in May 2026?expand_more

2,713 apps launched on the Shopify App Store in May 2026. 1,754 of those launches (around 65%) include a free plan and 959 (around 35%) are paid-only. 56 apps were removed from the App Store during the same month.

What percentage of Shopify apps mention AI?expand_more

14.7% of live Shopify apps mention AI somewhere in their name, tagline, or description (3,163 of 21,509). Among apps that launched in May 2026, the share is 23.8% (647 of 2,713), roughly 1.6× higher than the installed base, suggesting the share of AI-marketed apps is climbing fast.

What's the average rating of a Shopify app?expand_more

Across all live Shopify apps with five or more reviews, the average rating is 4.65 stars. New reviews posted in May 2026 averaged 4.81 stars, slightly above the all-time average.

Which category has the most apps?expand_more

Analytics is the largest category by app count, with 982 live apps. It was also the most-launched category in May 2026 with 188 new entries. The next largest categories by app count are Chat (703), Shipping (694), Discounts (671), and SEO (649).

How is this data collected?expand_more

AppstorePulse maintains a daily index of every public Shopify App Store listing, recording pricing, descriptions, screenshots, badges, categories, languages, and reviews. This report uses the snapshot dated 31 May 2026. Review counts and timestamps come from Shopify's posted_at field, which is comparable month-over-month.