Proof of Usefulness Report
OpenAdapt.AI
Analysis completed on 3/12/2026
+43
Proof of Usefulness Score
You're In Business
OpenAdapt.AI targets a strong use case in AI-driven process automation, but the submission is severely penalized for highly exaggerated and unsupported claims regarding audience reach and traction. Verifiable metrics are absent, placing it in the minimal traction tier.
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Score Breakdown
Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+9.75
Evidence Of Traction+1.25
Market Timing Relevance+7.5
Functional Completeness+0.5
Subtotal+37.5
Usefulness Multiplierx1.15
Final Score+43
Project Details
Project URL
Description
An AI-First Process Automation system that learns to perform repetitive tasks in desktop applications by observing human demonstrations.
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