Proof of Usefulness Report
Skeptiq
Analysis completed on 3/13/2026
+81
Proof of Usefulness Score
You're In Business
The submission outlines a conceptual AI safety browser extension but lacks credible evidence. Claims such as 'most people have used my product' are highly suspicious and unverifiable, and revenue is conflated with an 'all time marketcap: 500000', indicating poor response quality and minimal real-world traction.
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Score Breakdown
Real World Utility+37.5
Audience Reach Impact+2.0
Technical Innovation+11.25
Evidence Of Traction+0.0
Market Timing Relevance+40.0
Functional Completeness+1.25
Subtotal+92
Usefulness Multiplierx0.88
Final Score+81
Project Details
Project URL
Description
Skeptiq is a lightweight browser extension that integrates directly into AI platforms. It has two modules: a Safety Module that flags risks like oversharing, manipulation, or excessive use, and a Thought Module that promotes critical thinking with nudges and reflection prompts. Together, these safeguard user wellbeing, creativity, critical thinking and future-proof digital literacy.
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