Proof of Usefulness Report

Data Trained Education

Analysis completed on 1/19/2026

+68
Proof of Usefulness Score
You're In Business

The project represents a legitimate, revenue-generating EdTech company (DataTrained) with verifiable filings in India (~$3M USD revenue, founded 2012). However, the submission quality is low, confusing INR revenue figures with 'marketcap' and making hyperbolic claims about audience reach ('everyone', 'most people'). While the financial traction is strong for an SME, mixed user reviews (allegations of poor service/scams) and a lack of technical differentiation significantly dampen the score. The evaluation credits the precise administrative data provided (team size matches registry) but penalizes the vague qualitative inputs.

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Score Breakdown

Real World Utility+17
Audience Reach Impact+7
Technical Innovation+4
Evidence Of Traction+21
Market Timing Relevance+7
Functional Completeness+1
Subtotal+59
Usefulness Multiplierx1.14
Final Score+67

Project Details

Project URL
Description
Data Trained provides Career and Job Oriented Learning Modules for students and experienced.
Audience Reach
everyone
Target Users
everyone
Technologies
Training And-Consulting, Elearning, Educational Institutions
Traction Evidence
most people have used my product

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