Round 1 Winners!
Proof of Usefulness Report

I-Lighter

Analysis completed on 3/21/2026

+2.88
Proof of Usefulness Score
You're In Business

The submission exhibits significant red flags, including highly unrealistic traction claims ('most people have used my product'), a vague target audience ('everyone'), and nonsensical revenue metrics ('all time marketcap: 500000'). With no verifiable links or evidence after a 2012 launch, the project scores exceptionally low across all weighted categories due to a severe lack of substantiation.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.50
Technical Innovation+0.75
Evidence Of Traction+0.00
Market Timing Relevance+0.50
Functional Completeness+0.125
Subtotal+3.125
Usefulness Multiplierx0.92
Final Score+3

Project Details

Project URL
Description
This is a start-up involved in providing decision support and knowledge management services. It primarily uses data in digital form and then applies the state of art technilogies in Artificial Intelligence, Machine Learning and Information Retrieval and Distributing Data Processing techniques to handle complex user information needs. The core framework focuses on catering the needs of people in financial services, tourism industry and health services.

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