AI Hub for Shopify AppsAI Intelligence Hub for Shopify App MarketAI Intelligence Hub for Shopify App Market
15K+ apps • 700K+ reviews • 163 categoriesCombine 15,000+ app metrics with 700K+ merchant reviews to quickly assess market entry windows, competitive intensity, and user pain points across 163 categories.
Opportunity Scoring
Smart ranking system
AI Intelligence
Review analysis
Instant Filters
One-click filters
Live Tracking
Real-time updates
Categories Covered
134
Shopify App Store
AI Analyzed Reviews
710K+
Real Merchant Feedback
New Apps
15,816
Last 30 Days
Real-time Insights
Shopify Opportunity Monitor
Categories Covered
134
Auto Updated
Opportunity Segments
4
Low competition / High pain / High demand / All
AI Insights
710K+
Review Sentiment Analysis
New Additions
15,816
New apps in last 30 days
Top User Pain Points
- 💬Slow Customer Support25.4%
- 🐛Unstable Functionality20.3%
- 💰Unreasonable Pricing15.5%
Most Promising Shopify App Categories
Sorted by estimated monthly revenue from highest to lowest. Initially showing 15 categories - click "Load more" to see the remaining 119 categories.
Subscriptions
💰 Estimated Monthly Revenue (MRR)
$0.9K - $1.9K
Based on 12.4K reviews
💡 💡 Price $90-110 (15-30% below competitors) + Quick market entry (6-8 week MVP) = Low competition opportunity
18% Low-star reviews
Ads
💰 Estimated Monthly Revenue (MRR)
$0.7K - $1.7K
Based on 26.9K reviews
💡 💡 Price $72-88 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
Marketplaces
💰 Estimated Monthly Revenue (MRR)
$0.4K - $1.0K
Based on 25.5K reviews
💡 💡 Price $46-55 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
18% Low-star reviews
Product reviews
💰 Estimated Monthly Revenue (MRR)
$0.4K - $0.9K
Based on 63.8K reviews
💡 💡 Price $19-24 (competitive) + Differentiated features + quality UX = Steady growth
Product variants
💰 Estimated Monthly Revenue (MRR)
$0.4K - $0.9K
Based on 26.9K reviews
💡 💡 Price $38-46 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
Dropshipping
💰 Estimated Monthly Revenue (MRR)
$0.4K - $0.9K
Based on 22.9K reviews
💡 💡 Price $44-54 (15-30% below competitors) + Focus on pain points (stability + support) = Capture users from competitors
22% Low-star reviews
Mobile app builder
💰 Estimated Monthly Revenue (MRR)
$0.4K - $0.8K
Based on 3.6K reviews
💡 💡 Price $123-150 (15-30% below competitors) + Quick market entry (6-8 week MVP) = Low competition opportunity
Loyalty and rewards
💰 Estimated Monthly Revenue (MRR)
$0.3K - $0.8K
Based on 19.0K reviews
💡 💡 Price $47-57 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
Affiliate programs
💰 Estimated Monthly Revenue (MRR)
$0.3K - $0.8K
Based on 11.9K reviews
💡 💡 Price $81-99 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
Upsell and cross-sell
💰 Estimated Monthly Revenue (MRR)
$0.3K - $0.8K
Based on 20.9K reviews
💡 💡 Price $42-51 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
Email marketing
💰 Estimated Monthly Revenue (MRR)
$0.3K - $0.7K
Based on 25.4K reviews
💡 💡 Price $31-38 (15-30% below competitors) + Focus on pain points (stability + support) = Capture users from competitors
27% Low-star reviews
SEO
💰 Estimated Monthly Revenue (MRR)
$0.3K - $0.6K
Based on 23.3K reviews
💡 💡 Price $31-37 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
16% Low-star reviews
Analytics
💰 Estimated Monthly Revenue (MRR)
$0.2K - $0.6K
Based on 10.7K reviews
💡 💡 Price $60-73 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
Product bundles
💰 Estimated Monthly Revenue (MRR)
$0.2K - $0.5K
Based on 20.4K reviews
💡 💡 Price $32-39 (15-30% below competitors) + Differentiated features + quality UX = Steady growth
Returns and exchanges
💰 Estimated Monthly Revenue (MRR)
$0.2K - $0.5K
Based on 5.4K reviews
💡 💡 Price $50-60 (15-30% below competitors) + Quick market entry (6-8 week MVP) = Low competition opportunity
Currently showing 15 / 134 categories (sorted by monthly revenue)
📊 Shopify Market Overview
Combine reviews, ratings, pricing, and listing trends to build a multi-dimensional market radar that helps you quickly identify categories with real commercialization potential.
15,816
Shopify Apps
710K+
Real Merchant Feedback
15,816
Recently Added
2h ago
Last Refreshed
🔥 Top User Pain Points
Top merchant pain points and feature gaps from the past 90 days
Slow Customer Support
1,234 reviews mention
Unstable Functionality
987 reviews mention
Unreasonable Pricing
756 reviews mention
Poor UI Experience
654 reviews mention
Performance Issues
543 reviews mention
End-to-End Product Opportunity Intelligence Workbench
Combine category intelligence, review analysis, and competitive insights into an actionable research loop.
Category Intelligence
30+ evaluation dimensions automatically calculate opportunity scores, identifying unique attributes like low competition, high revenue potential, and strong pain points to lock in worthwhile segments.
- • App count & rating distribution
- • Willingness to pay & pricing range
- • User pain point intensity
Review Intelligence
LLM automatically distills emotion, feature requests, and competitive advantages from 700K+ reviews to identify table stakes features your product must deliver.
- • Pain point / request ratio tracking
- • Frequently mentioned features & expectations
- • Competitive experience gaps
Execution Console
From category to specific apps, connect valuations, pain points, feature gaps, and price elasticity to deliver decision reports ready for pitch decks and engineering roadmaps.
- • Top app comparison
- • Feature priority matrix
- • Immediate action recommendations
3-Step Closed Loop: Rapidly Validate Your Product Opportunity
Compress market research that typically takes weeks into hours, allowing your team to move directly from AppsLens insights into prototyping and testing.
Identify Blue Ocean Categories
Use low competition / high pain / high demand filters to lock in category groups worth exploring.
Deconstruct User Needs
AI review analysis outputs real pain point rankings, missing features, and price sensitivity to validate market potential.
Create Execution Plan
Output opportunity overview, key metrics, and action recommendations that align with your product planning, engineering, and growth testing.
Ready to Find Your Next Opportunity?
Start by exploring categories or dive into detailed app analysis