TrustLens AI
9/10
Demand Score
Fake reviews cost businesses billions annually, with 30-40% of online reviews estimated to be fake. Companies desperately need reliable review data for competitive intelligence and customer trust.
8/10
Blue Ocean
Competition Level
$299-999
Price/Month
Predicted customer spend
90 days
Time to MVP
Difficulty: Moderate
The Problem
An AI-powered review authenticity and comparison engine that aggregates reviews from multiple sources, detects fake/incentivized reviews using advanced NLP and behavioral analysis, and provides normal
🔗 Validated by Real User Complaints
This problem has been verified through 1 real user complaints:
Competitor Landscape
- Trustpilot - focuses on collection, not deep authenticity analysis
- Fakespot - consumer-focused browser extension, not B2B
- ReviewMeta - limited to Amazon, no multi-platform aggregation
- BazaarVoice - expensive enterprise solution, lacks AI authenticity detection
Must-Have Features for MVP
Multi-source review aggregation API
AI-powered authenticity scoring
Competitor comparison dashboards
White-label widget for websites
Alert system for review anomalies
⚠️ Potential Challenges
- Access to review data from multiple platforms
- Building accurate fake detection algorithms
- Legal considerations around review scraping
Risk Level: Moderate
🎯 Keys to Success
- Partnership with e-commerce platforms
- High accuracy in fake review detection
- Fast API response times
- Clear ROI demonstration through conversion rate improvements
Ready to Build This?
This moderate-difficulty project could be your next micro-SaaS success.