Proof of Usefulness Report

Sivi

Analysis completed on 2/3/2026

+218
Proof of Usefulness Score
Gaining Momentum

Sivi (sivi.ai) is a verifiable early-stage generative AI startup (Seed/Series A, ~$965K funding) that generates editable, layered designs rather than flat images. While the project demonstrates strong technical innovation and product-market fit in the high-growth AI design sector, the submission itself contained significant hyperbole ('most people have used my product', '88M marketcap') which contradicted verified data (approx. 8K-100K users, minimal revenue). The score reflects a 'Small but promising' project with validated technology and funding, but limited mass-market traction compared to established benchmarks.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+20.0
Technical Innovation+60.0
Evidence Of Traction+30.0
Market Timing Relevance+40.0
Functional Completeness+5.0
Subtotal+240
Usefulness Multiplierx0.91
Final Score+218

Project Details

Project URL
Description
The AI Designer for your brand. To instantly generate Ads, YouTube thumbnails, Social Posts, Product Banners, Profile Covers, and more in 72+ languages. What have you #generatedWithSivi?

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