Round 1 Winners!
Proof of Usefulness Report

Intelligence Framework Inc.

Analysis completed on 3/21/2026

+13
Proof of Usefulness Score
You're In Business

The project proposes a relevant AI-driven ethical hacking and VAPT tool, but the submission is severely undermined by hyperbolic claims ('everyone', 'most people have used my product') and a lack of specific, verifiable evidence. An all-time market cap of 500,000 for a 30-person team operating since 2016 indicates poor financial sustainability or confused metrics, placing this project in the minimal verifiable traction tier.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+1.0
Technical Innovation+3.0
Evidence Of Traction+0.63
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+14.88
Usefulness Multiplierx0.9
Final Score+13

Project Details

Project URL
Description
INFRA builds automated solutions that leverage AI for Ethical Hacking, VAPT and intelligence. It uses fuzzing and machine learning to find new undisclosed vulnerabilities and validates them to avoid false positives by automating the hacking, eliminating human error and maximizing reliability.

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