Proof of Usefulness Report

Knosis

Analysis completed on 3/18/2026

+76.5

Proof of Usefulness Score

You're In Business

Knosis targets a relevant market (machine learning data curation) but provides a severely lacking submission with exaggerated, unverifiable claims. Assertions such as 'most people have used my product' and an 'all time marketcap: 2500000' for a 6-person team without verifiable traction signals heavily penalize the score. The technical description is vague ('Software Development'), offering no proof of innovation. Due to the lack of evidence and poor response quality, the project falls into the minimal traction tier.

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Score Breakdown

Real World Utility+37.5

Audience Reach Impact+5

Technical Innovation+7.5

Evidence Of Traction+0

Market Timing Relevance+40

Functional Completeness+0

Subtotal+90

Usefulness Multiplierx0.85

Final Score+77

Project Details

Project URL

knosis.ai

Description

MACHINE LEARNING DATASETS. CURATED BY HUMANS. Knosis is a marketplace for curated human input given on machine learning datasets and data streams. We enable your internal team or your crowdsourced team to capture, tag and generate training and evaluation data sets for your machine learning and computer vision assignments.

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