Proof of Usefulness Report

Pivan Interactive Inc.

Analysis completed on 3/19/2026

+189

Proof of Usefulness Score

Gaining Momentum

Pivan Interactive (Uncanny.gg) operates in a relevant, growing market (esports and live streaming) and claims a $2.5M all-time market cap. However, the submission relies on vague and exaggerated statements (e.g., claiming 'everyone' as its audience and that 'most people have used' the product) while omitting concrete data on active users or revenue. The lack of verifiable traction and poor response quality significantly reduce its overall score.

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Score Breakdown

Real World Utility+62.5

Audience Reach Impact+20

Technical Innovation+37.5

Evidence Of Traction+25

Market Timing Relevance+60

Functional Completeness+5

Subtotal+210

Usefulness Multiplierx0.9

Final Score+189

Project Details

Project URL

pivaninteractive.com

Description

Uncanny.gg (Formerly: Pivan Interactive) is a Boulder, CO-based tech company building machine learning powered tools to elevate the live streaming, gaming, and esports markets.

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