Proof of Usefulness Report

Knowledg

Analysis completed on 3/24/2026

-7.88

Proof of Usefulness Score

Lab Mode

The submission contains major red flags, including unsubstantiated claims ('most people have used my product') and nonsensical revenue metrics ('all time marketcap: 2500000'). While the core concept of a course aggregator offers marginal real-world utility, the complete lack of verifiable traction, generic technical implementation, and low response quality justify a negative score, placing it in the 'No verifiable traction or red flags' calibration tier.

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Score Breakdown

Real World Utility+3.75

Audience Reach Impact-2.0

Technical Innovation+0.75

Evidence Of Traction-10.0

Market Timing Relevance+1.0

Functional Completeness-1.0

Subtotal-7.5

Usefulness Multiplierx1.05

Final Score-8

Project Details

Project URL

knowledg.co

Description

Knowledg.co is an aggregator of online courses. We curate courses from top universities and course providers equipping you with tools to help you make an informed choice. You can select the course that is most suited to your needs and future career goals. The best part? All you have to do is express your interest in a course and the course provider will reach out to you. How to Use: - Search for the domain you want to pick online courses for - Filter based on your requirements - Hit the 'I'am Interested' button on your desired course and the course provider will get in touch with you. Our top disciplines: - Artificial Intelligence - Machine Learning - Java - Python - Data Science - Data Analytics - Technology Amp up your skills by discovering reliable courses online.

Algorithm Insights

Market Position

Early stage requiring focused development

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