Proof of Usefulness Report

ZibraAI

Analysis completed on 2/2/2026

+285
Proof of Usefulness Score
Gaining Momentum

ZibraAI is a verified deep-tech company (a16z Speedrun alumni) with >100k users, significantly outperforming the vague submission claims ('everyone', 'most people'). While the submission quality is poor, external verification confirms high technical innovation in AI volumetric rendering and strong B2B traction within the Unity/Unreal ecosystems. The score reflects a balance between exceptional technology/market-fit and the penalty for low-effort submission data.

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Score Breakdown

Real World Utility+112.5
Audience Reach Impact+30.0
Technical Innovation+71.25
Evidence Of Traction+53.1
Market Timing Relevance+45.0
Functional Completeness+2.5
Subtotal+314.35
Usefulness Multiplierx0.91
Final Score+285

Project Details

Project URL
Description
ZibraAI is a deep-tech company focused on creating AI-based technologies and products for all virtual worlds.

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