Proof of Usefulness Report

Sivi AI

Analysis completed on 1/30/2026

+195
Proof of Usefulness Score
Gaining Momentum

Sivi AI is a verified generative AI platform (Product Hunt #1 Product of the Week, June 2023) that generates editable, layered vector designs rather than flat images. Despite the high utility and technical innovation (Large Design Model), the submission quality is critically poor, containing false claims ('most people have used my product') and nonsensical data ('marketcap: null'). While verified traction exists (~8,000+ users in 2023), the project serves a niche B2B/prosumer audience, not 'everyone'. The score reflects a promising technology with verified existence, heavily penalized for a low-effort, inaccurate submission.

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Score Breakdown

Real World Utility+130.0
Audience Reach Impact+10.0
Technical Innovation+90.0
Evidence Of Traction+60.0
Market Timing Relevance+64.0
Functional Completeness+2.5
Subtotal+356.5
Usefulness Multiplierx0.55
Final Score+195

Project Details

Project URL
Description
A generative AI that magically transforms text into editable visual designs within 2 minutes. #1 Product of the Week

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