Proof of Usefulness Report

Mannjal

Analysis completed on 2/4/2026

+495
Proof of Usefulness Score
Industry Mainstay

Mannjal is a verified, VC-backed fintech infrastructure platform in India that has facilitated over ₹1,000 Cr ($120M) in credit disbursements and raised ~$2.1M in seed funding (Dec 2025). High scores in Utility, Innovation, and Traction reflect this real-world success. However, the specific submission was of very low quality (fake name 'SwiftRider', empty description, hyperbolic 'everyone' reach claim, confused revenue/market cap figures), resulting in significant penalties to Response Quality and Quality Factors for Traction/Reach.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+60
Technical Innovation+90
Evidence Of Traction+112.5
Market Timing Relevance+90
Functional Completeness+5
Subtotal+582.5
Usefulness Multiplierx0.85
Final Score+495

Project Details

Project URL

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline