Proof of Usefulness Report

uFaber

Analysis completed on 2/1/2026

+433
Proof of Usefulness Score
Certified Problem Solver

uFaber is a legitimate, verified EdTech company based in Mumbai (founded 2013/2014) with significant traction. External search confirms a Series A funding of ₹25 Cr (~$3M) in 2023 and a valuation of ₹275 Cr (~$33M). The input claim of '275000000' market cap likely refers to the valuation in INR but is understated by 10x (275M vs 2.75B) or lacks currency context. Annual revenue is estimated between $5M-$6M USD. While the project demonstrates strong real-world utility and reach in the Indian market (IELTS Ninja, UPSC Pathshala), the submission quality was extremely poor ('FrostFang', 'most people have used my product'), necessitating a penalty in response quality. The score reflects a solid business (>$5M revenue) outperforming the calibration baseline ($2M revenue), adjusted for low innovation and poor submission effort.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+15.00
Technical Innovation+6.75
Evidence Of Traction+21.25
Market Timing Relevance+6.00
Functional Completeness+0.50
Subtotal+70.75
Usefulness Multiplierx1.02
Final Score+433

Project Details

Project URL
Description
uFaber offers the highest quality online courses specific to the requirement of Indian audience. We develop courses in partnership with best quality instructors and delivers them online to ensure that students get best results. We cover categories like exam preparation ( IIT, GATE, Bank PO, CA, CAT etc), skill development ( technology, software, marketing, business etc) and certifications.\n

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