Proof of Usefulness Report

Crunchlab

Analysis completed on 1/19/2026

-10
Proof of Usefulness Score
Lab Mode

The submission appears to be a low-effort or spam entry. The domain 'crunchlab.ai' is not active or indexed in search results, suggesting the product does not exist. The description conflicts with itself (Business Intelligence vs. STEM education), and the traction claim ('most people have used my product') is factually incorrect and hyperbolic. The project likely attempts to mimic the brand 'CrunchLabs' without offering a real product.

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Score Breakdown

Real World Utility+0
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction-10
Market Timing Relevance+0
Functional Completeness+0
Subtotal-10
Usefulness Multiplierx1.0
Final Score-10

Project Details

Project URL
Description
Crunchlabis in the Business Intelligence Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Business Intelligence, Elearning, Educational Institutions
Traction Evidence
most people have used my product

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