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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.
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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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Ratings & Review Analysis
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AI-generated summaries of every app's reviews: common praise, complaints, feature requests, and competitor weaknesses — all synthesised for you.
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26,901 apps tracked across 161 categories
- 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.
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