Proof of Usefulness Report

Avarni

Analysis completed on 1/14/2026

+384
Proof of Usefulness Score
Certified Problem Solver

The project URL (avarni.co) points to Avarni, a verified Series A climatetech company with significant funding (~$6M USD) and major enterprise partners (KPMG, Schneider Electric). However, the submission itself is of extremely poor quality, containing incorrect names ('SilentShade'), false traction claims ('most people have used my product'), and vague descriptions. The score reflects the high verifiable utility and market relevance of the actual business, heavily penalized by the low confidence in the specific submission data.

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Score Breakdown

Real World Utility+113
Audience Reach Impact+60
Technical Innovation+60
Evidence Of Traction+88
Market Timing Relevance+95
Functional Completeness+3
Subtotal+419
Usefulness Multiplierx0.92
Final Score+384

Project Details

Project URL
Description
Avarniis in the Air Pollution Management Tech Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Climatetech, Software Development, Leadership
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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