Proof of Usefulness Report

Adapt Talent

Analysis completed on 3/11/2026

+32

Proof of Usefulness Score

You're In Business

Adapt Talent operates as a staffing agency in high-growth sectors (Web3, AI), providing a relevant service but lacking technical innovation. The submission features highly exaggerated and unsupported claims (e.g., reach is 'everyone', traction is 'most people have used my product') which do not align with a B2B niche recruiting model. This results in heavy penalties for response quality and evidence of traction, placing it firmly in the minimal traction tier.

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Score Breakdown

Real World Utility+17.50

Audience Reach Impact+1.00

Technical Innovation+0.38

Evidence Of Traction+1.25

Market Timing Relevance+8.00

Functional Completeness+0.25

Subtotal+28.38

Usefulness Multiplierx1.12

Final Score+32

Project Details

Project URL

adaptalent.com

Description

Adapt Talent is a staffing agency focused on areas such as web3, AI, Semiconductors and eCommerce. Our company is built upon finding extremely niche candidates for growing start-ups or global leading companies.

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