Round 1 Winners!
Proof of Usefulness Report

Adapt AI Group

Analysis completed on 3/8/2026

-11
Proof of Usefulness Score
Lab Mode

The submission for Adapt AI Group contains significant red flags indicating a lack of serious intent or operational viability. The website 'adaptaig.com' is not indexed in search results, suggesting it is offline or non-existent. The traction claim that 'most people have used my product' is demonstrably false for a niche consultancy with a claimed team of 6. Furthermore, referencing revenue as 'marketcap' and listing the contact as 'MysticStorm' undermines professional credibility. The target audience of 'everyone' demonstrates a lack of strategic focus.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction-12.5
Market Timing Relevance+1.0
Functional Completeness+0.0
Subtotal-10.25
Usefulness Multiplierx1.08
Final Score-11

Project Details

Project URL
Description
Beyond AI Implementation. We Build Teams, Drive Lasting Transformation.

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