Proof of Usefulness Report

BigDataLogin

Analysis completed on 2/12/2026

+26
Proof of Usefulness Score
You're In Business

BigDataLogin is a functional but dormant platform with minimal traction despite being founded in 2015. While the site offers a comprehensive suite of tools (jobs, training, dataset marketplace), the user's claim that 'most people have used my product' is demonstrably false and heavily penalizes the score. Third-party data (Tracxn, YouTube) indicates a seed-stage company with negligible market presence (<50 YouTube subscribers after 9 years). The submission lacks credibility due to hyperbolic claims and vague technical details.

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Score Breakdown

Real World Utility+60
Quality Factor Utility+1
Audience Reach Impact+5
Quality Factor Reach+0.5
Technical Innovation+30
Quality Factor Innovation+1
Evidence Of Traction+5
Quality Factor Traction+0.5
Market Timing Relevance+20
Quality Factor Timing+1
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+22.875
Usefulness Multiplierx1.15
Final Score+26

Project Details

Project URL
Description
- BigDataLogin is a One-Stop Digital Platform for the $300 Billion - Global Big Data & Software Community - Integrated - Secure Video Conferencing Stack - Connecting the Global Big Data industry and Software Community - Organizing, Digitizing and Simplifying the Big Data Industry for the Software Community

Algorithm Insights

Market Position
Growing utility with room for optimization
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