Round 1 Winners!
Proof of Usefulness Report

SignAI

Analysis completed on 3/13/2026

+33.37
Proof of Usefulness Score
You're In Business

SignAI proposes a highly valuable real-world utility by using AI to translate sign language to speech, addressing a genuine communication barrier. However, the submission lacks technical depth, provides highly exaggerated and unverifiable traction claims ('most people have used my product'), and offers vague audience metrics. The ambiguous financial metric ('all time marketcap: 500000') suggests a possible crypto-token structure rather than a traditional SaaS/business model, with no actual active user data provided. Due to minimal verifiable traction and poor response quality, the score reflects a conceptually strong project with insufficient evidence of execution, scale, or reliable data.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+2.0
Technical Innovation+4.5
Evidence Of Traction+1.25
Market Timing Relevance+7.0
Functional Completeness+0.375
Subtotal+35.125
Usefulness Multiplierx0.95
Final Score+33

Project Details

Project URL
Description
Connect instantly with the AI extension that translates sign language into speech. Our mission is to help Deaf and hearing people communicate easily, in real time.

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