Create your next Shopify app with data nobody else sees.
Discover gaps where demand is high but competition is weak. Real-time insights for over 15k+ Shopify apps.
| App Name | Category | Est. ARR | Rating | Reviews | |
|---|---|---|---|---|---|
 | Loyalty and rewards | $62.5M | 4.9 | 4,111 | View |
 | Loyalty and rewards | $53.7M | 4.7 | 916 | View |
 | Loyalty and rewards | $52.6M | 4.8 | 1,409 | View |
 | Page builder | $43.3M | 4.9 | 5,726 | View |
 | SEO | $29.9M | 4.9 | 3,945 | View |
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Last update: 24 November 2025
Frequently asked questions
What is Indie Trends?
Indie Trends provides exclusive data on 15,000+ Shopify apps including revenue estimates, pricing, review patterns, and growth trends. Data updates weekly.
Is this a subscription or one-time payment?
One-time payment for lifetime access. No recurring fees. You get access to the current dataset plus all future updates, forever.
Who is this for?
Our data helps:
- App developers researching their next Shopify app idea
- Entrepreneurs validating market opportunities
- Product teams doing competitive analysis
- Investors tracking the Shopify app ecosystem
How often is the data updated?
We refresh the entire dataset weekly. Every week you'll see updated review counts, new apps, pricing changes, and fresh revenue estimates.
Can I download the data?
Yes! Export the full dataset as CSV for analysis in Excel, Google Sheets, or your own tools.
How do you estimate revenue?
We combine review velocity, pricing tiers, app age, and category benchmarks to estimate monthly recurring revenue (MRR). While estimates aren't perfect, they give you directional insights unavailable anywhere else.
What are mixed reviews?
Mixed reviews are 2, 3 or 4 star reviews. They usually mean that a product could be improved.
Why should I care about mixed reviews?
Listings with a mix of 2-4-star feedback often sell well despite clear pain-points—that's a blueprint for better products.
Have more questions?
Please contact us at info@indie-trends.com