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Shopify app marketplace data hub
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Shopify App Marketplace: app adoption data for founders and ecommerce SaaS teams

Explore Shopify app categories, top detected apps, visible app gaps, and the store signals app founders can use to find merchants likely to need their product.

TL;DR

The official Shopify App Store is where merchants browse and install apps. StoreInspect is the marketplace intelligence layer: it shows which apps and categories appear on 700K+ indexed Shopify stores, which gaps are visible, and which accounts app founders can target before spending on ads, App Store SEO, or outbound.

Marketplace Signals

Use public app adoption as a first-pass map, then validate with store-level filters.

16K+
official App Store apps

Shopify public marketplace claim

700K+
indexed Shopify stores
705,087
stores with app snapshots
2,020
unique app names detected
5
avg detected apps
Klaviyo
top detected app
5
visible gap categories
Support
largest visible gap

98.2% missing

Top Detected Shopify Apps

A storefront-adoption view, not a Shopify App Store review or install ranking.

Klaviyo

135,300 stores, 19.2% of stores with app snapshots

Judge.me Reviews

117,748 stores, 16.7% of stores with app snapshots

3

Cart Drawer

117,311 stores, 16.6% of stores with app snapshots

Mailchimp

75,646 stores, 10.7% of stores with app snapshots

5

Instafeed (Mintt)

49,165 stores, 7% of stores with app snapshots

6

Auto Currency Switcher

42,991 stores, 6.1% of stores with app snapshots

7

Retention.com

34,551 stores, 4.9% of stores with app snapshots

PageFly

30,068 stores, 4.3% of stores with app snapshots

Visible App Gaps

Missing app categories are directional signals for segmentation and research.

Support
98.2% missing
Subscriptions
98.2% missing
Dedicated Analytics
98% missing
Reviews
94.6% missing
Email
67.3% missing

App gaps do not prove a store lacks the capability. They show that StoreInspect did not see a known public storefront signal. The right workflow is to combine a gap with traffic, category, adjacent apps, paid-media pixels, Shopify Plus, and contacts.

From Marketplace Research to Merchant Targets

Use app adoption as the map, then build a smaller list of stores with a reason to care.

Validate category demand

Compare app-category adoption, missing-tool rates, and store maturity before building another app in a crowded lane.

Map competitor installs

Start with stores using a direct competitor or adjacent tool, then segment by category, traffic, pixels, and stack depth.

Find visible gaps

Look for stores with buying signals and no visible app in your category, then review whether the gap is worth outreach.

Add contacts last

Reveal founders, ecommerce managers, marketers, or operators after the account has enough fit to justify a message.

Official Marketplace vs Adoption Intelligence

The two data sources answer different questions.

1.
Official Shopify App Store
Use it to publish, compare listings, check reviews, and understand merchant-facing categories.
install
2.
Shopify developer docs
Use it for app approval, listing quality, Built for Shopify, billing, ads, and support requirements.
launch
3.
StoreInspect app adoption data
Use it to find live storefront adoption, competitor installs, visible gaps, and accounts to research.
target
4.
StoreInspect store search
Use it to turn app-marketplace research into filtered store lists with contacts and fit signals.
export

Frequently Asked Questions

Is this the official Shopify App Store?

No. The official Shopify App Store is where merchants discover and install apps. StoreInspect's Shopify app marketplace page is a data hub for app adoption, visible category gaps, competitor installs, and store targeting.

How many apps are in the Shopify app marketplace?

Shopify's public App Store says it has over 16K apps. StoreInspect focuses on the smaller set of apps and app categories that leave visible storefront signals across 700K+ indexed Shopify stores.

What is the most popular Shopify app?

Klaviyo is currently the top detected non-payment app in the StoreInspect app adoption dataset. StoreInspect rankings use public storefront signals, not Shopify App Store installs or review counts.

How can Shopify app founders find stores likely to need their app?

Start with the app category, then layer current apps, missing apps, traffic tier, pixels, category, Shopify Plus, and contact availability. A store with a visible gap and budget signals is a better target than a random Shopify merchant.

Can StoreInspect detect every Shopify app?

No. StoreInspect detects public storefront scripts, app blocks, JavaScript globals, DOM markers, and known signatures. Backend-only, checkout-only, private, and heavily customized apps may not expose a visible signal.

What is the largest Shopify app opportunity?

Support is the largest visible app gap in the current StoreInspect report. Treat gaps as prioritization signals, then validate with store category, traffic, adjacent apps, pixels, and contacts.

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