App Market Gap

Find your next Shopify app idea using data no one else has

Get access to a growing database of 26,901+ Shopify apps with estimated installs, revenue, ratings, and review analysis. Discover untapped opportunities before anyone else.

Preview the Data

A sample of real data from our database. Want to see more? Get full access.

Name Category Rating Reviews Price Est. Installs Est. Lifetime Revenue
Judge.me Product Reviews App
by Judge.me
Product review 5.0 ★ 47,163 $15.00/mo 3,773,040 $305,616,240
TikTok
by TikTok Inc.
Ads 4.8 ★ 15,982 Free 1,278,560 —
Shopify Flow
by Shopify
Email marketing 4.7 ★ 14,032 Free 912,080 —
Loox ‑ Product Reviews App
by Loox
Product review 4.9 ★ 9,618 $49.99/mo 769,440 $207,707,250
Shop
by Shopify
Marketplace 4.8 ★ 9,260 Free 740,800 —
Pop Convert ‑ Pop Ups, Banners
by Pop Convert
Email marketing 4.9 ★ 8,763 $15.00/mo 701,040 $56,784,240
Appstle℠ Subscriptions App
by Appstle Inc.
Loyalty and reward 5.0 ★ 8,753 $10.00/mo 700,240 $37,812,960
CWILL Popup Email Marketing
by CWILL INC
Email marketing 4.9 ★ 7,744 $11.90/mo 619,520 $39,810,355
DSers: Dropship+AliExpress+AI
by DSers
Dropshipping 5.0 ★ 6,243 $19.90/mo 499,440 $53,669,822
Kaching Bundles App & Upsells
by Kaching Bundles & Upsells
Product bundle 5.0 ★ 5,955 $14.99/mo 476,400 $38,562,674

This is a sample of real data. Get access to our full database of 26,901+ apps with advanced filtering, all categories, and regular updates.

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Everything you need to find your next app idea

Stop guessing. Use real data to validate opportunities, study competitors, and spot gaps in the Shopify ecosystem.

Estimated Installs & Revenue

See estimated install counts and lifetime revenue for every app. Know which niches are making money before you build.

Advanced Filtering

Filter by category, price range, rating, reviews, installs, and revenue. Sort by any column. Find exactly what you're looking for.

Ratings & Review Analysis

See full star breakdowns. Surface 1-star reviews to find competitor weaknesses and unmet user needs — your next feature idea.

AI Review Insights

AI-generated summaries of every app's reviews: common praise, complaints, feature requests, and competitor weaknesses — all synthesised for you.

Regularly Updated

Data is refreshed regularly so you always have the latest installs, revenue estimates, and new apps as they launch.

Browse by Category

Explore apps across all Shopify categories. Dive into any niche to see what's working and where the gaps are.

Explore by Category

26,901 apps tracked across 161 categories

3D/AR/VR Abandoned cart Accessibility Accounting Accounts and login Ads Advertising Advertising - Other Affiliate program Analytics Animation and effect Anti theft Badge and icon Banner Blog Bulk editor Cart customization Chat Checkout Checkout - Other Collection Content Content - Other Cookie consent Countdown timer Currency and translation Custom file upload Custom product Custom products - Other Customer loyalty Customer loyalty - Other Delivery and pickup Design element Design elements - Other Digital goods and service Digital goods and services - Other Digital product Discount Donation Dropshipping Email marketing ERP Event booking FAQ Finance Finances - Other Finding products Form Fraud Geolocation Gift Gift card Gift wrap and message Gifts - Other Giveaways and contests Helpdesk Image and media Image editor Image gallery Images and media - Other Internationalization Internationalization - Other Inventory Inventory - Other Inventory optimization Inventory sync Invoice and receipt Legal Loyalty and reward Marketing Marketing - Other Marketing and conversion Marketplace Metafield Mobile app builder Navigation and menu NFT and tokengating Notification Notifications - Other Operations Operations - Other Order Order editing Order limit Order tracking Orders - Other Orders and shipping Page builder Pay later Payment Payment experience Payment options - Other Pop-up Pre-order Pricing Pricing - Other Pricing optimization Pricing quote Print on demand (POD) Product bundle Product comparison Product content Product display Product display - Other Product feed Product review Product variant Promotion Promotions - Other Retail Return and warranty Returns and exchanges Returns and warranty - Other Sales channel Search and filter Search and navigation Search and navigation - Other Security Security - Other Selling in person Selling in person - Other Selling online Selling online - Other Selling products SEO Shipping Shipping rate Shipping solution Shipping solutions - Other Site optimization Site optimization - Other SKU and barcode SMS marketing Social proof Social trust Social trust - Other Sourcing option Sourcing options - Other Staff notification Stock alert Store data importer Store design Store locator Store management Storefront Storefronts - Other Subscription Support Support - Other Survey Tax Third-party logistics (3PL) Upsell and bundle Upsell and bundles - Other Upsell and cross-sell Video and livestream Warranties and insurance Web push Wholesale Wishlist Workflow automation
26,901
Shopify apps tracked
917,158
Merchant reviews collected
11,365
AI review summaries generated

Frequently Asked Questions

What is App Market Gap?

App Market Gap is a data intelligence platform for the Shopify App ecosystem. We compile a searchable database of Shopify apps with estimated installs, revenue, and AI-powered review analysis — giving developers actionable insights to find ideas, validate opportunities, and study competitors.

How do you estimate installs and revenue?

We use a combination of public review counts, star ratings, pricing data, and app age. Our model turns those signals into estimated installs, then estimates revenue from how the app is priced and how long it has been earning.

How is this better than just browsing the Shopify App Store?

The Shopify App Store doesn't show install counts or revenue. You can't filter by estimated revenue, sort by review count, or see which categories are under-served. App Market Gap turns raw public data into actionable business intelligence.

How often is the data updated?

Our database is refreshed regularly to capture new apps, updated reviews, and pricing changes. Estimates are recalculated with each update.

What do I get with lifetime access?

Full access to the entire database with all filters, sorting, AI review insights, and all future updates. One payment, no subscription.

Have more questions?

Reach out at hello@appmarketgap.com and we'll get back to you.

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  • AI-powered review insights
  • Regularly updated
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