Proof of Usefulness Report

Decruit LLC

Analysis completed on 3/19/2026

+11.475

Proof of Usefulness Score

You're In Business

The submission describes a niche recruiting agency for frontier tech but undermines its credibility with highly exaggerated and unsupported claims (e.g., audience reach of 'everyone', traction claiming 'most people have used my product', and citing a 'marketcap' instead of monthly revenue). The lack of demonstrable technical innovation, absent verifiable traction metrics, and extremely poor response quality result in a very low score that falls well below the baseline standard.

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Score Breakdown

Real World Utility+6.25

Audience Reach Impact+1.0

Technical Innovation+0.375

Evidence Of Traction+0.625

Market Timing Relevance+5.0

Functional Completeness+0.25

Subtotal+13.5

Usefulness Multiplierx0.85

Final Score+11

Project Details

Project URL

decruit.xyz

Description

At Decruit, we help frontier tech companies hire the engineers, researchers, and operators who move fast and build real things. We specialize in hard-to-fill technical roles across: -AI infrastructure & machine learning -Web3 & decentralized protocols -Developer relations & open-source engineering Our clients are startups solving ambitious problems — and they trust us to find talent that’s not just qualified, but aligned with their mission. Whether you're building with Rust, Go, Move, Python, Solidity, or pure conviction, we speak your language. Quiet. Surgical. Zero noise. That’s how we recruit.

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