Stop Guessing. Start Building Apps Merchants Actually Want
AI analyzes Shopify forum discussions to surface validated app opportunities with real merchant demand
Pre-revenue, building with radical transparency. Be part of our journey from $0 to first success stories.
Live Opportunities
Updated 2 hours ago
Advanced Inventory Sync Solution
"Multi-location inventory management with real-time synchronization across channels and automated reorder points."
View Details →Customer Review Analytics Dashboard
"AI-powered review analysis with sentiment tracking, competitor comparison, and automated response suggestions."
View Details →Smart Product Bundling Engine
"Dynamic product bundling with AI recommendations based on purchase patterns and seasonal trends."
View Details →How It Works
We Monitor
Shopify Forums 24/7
AI Analyzes
Merchant Problems
You Get
Validated App Ideas
You Build
Apps That Sell
We Monitor
Shopify Forums 24/7
AI Analyzes
Merchant Problems
You Get
Validated App Ideas
You Build
Apps That Sell
Transparent Pricing, No BS
Free Forever Plan
Need More? Upgrade Anytime
All paid plans include the free tier benefits
Scout
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10 self-generated insights/moGenerate custom insights on-demand
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12 system insights/moView pre-generated opportunities
- Basic filters
- Export data
- API access
Begin with forever-free tier
Growth
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50 self-generated insights/moGenerate custom insights on-demand
-
All system insightsUnlimited pre-generated opportunities
- Advanced filters
- CSV export
- API access
Begin with forever-free tier
Scale
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Unlimited insightsGenerate as many as you need
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All system insightsUnlimited pre-generated opportunities
- API access
- All exports (CSV, JSON)
- Priority support
Begin with forever-free tier
AppScout vs DIY: The Real Cost
See how much time and money AppScout saves compared to building your own solution
DIY Approach
Building your own scraper + AI analysis
Plus: Ongoing maintenance, bug fixes, and updates
AppScout
Ready-to-use insights platform
Includes: Expert curation, updates, and support
Save $6,500-11,500 in Year 1
That's 93-96% cost savings, plus you get insights immediately instead of waiting months to build
💡 With those savings, you could build 2-3 apps instead of spending time on infrastructure
Join a Growing Community of Successful Developers
Real-time platform activity showing validated opportunities being discovered right now
Growing Fast
Week-over-week growth in developer signups and platform usage
Reliable Platform
99.9% uptime with <60s insight generation times
Proven Results
Apps successfully launched from AppScout insights
Ready to Scout Your First Million-Dollar App Idea?
Join our growing community of developers building profitable Shopify apps with validated market insights
No credit card required • 10 self-generated + 12 system insights/month forever