Round 1 Winners!
Proof of Usefulness Report

Everscore

Analysis completed on 3/20/2026

-31
Proof of Usefulness Score
Lab Mode

The project addresses a relevant market need for restricted-industry commerce, but the submission is dominated by severe red flags. The traction and reach claims are highly exaggerated and unverifiable ('most people have used my product', 'everyone'), and the technical details are joke responses ('Internet', 'Machinery'). Per calibration guidelines for submissions with no verifiable traction and significant red flags, the score is below zero.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact-10
Technical Innovation+0
Evidence Of Traction-50
Market Timing Relevance+20
Functional Completeness-5
Subtotal-32.5
Usefulness Multiplierx0.95
Final Score-31

Project Details

Project URL
Description
Everscore is a revolutionary new social commerce platform for built for cannabis and other restricted industries. The explosive growth of the highly regulated cannabis industry makes attracting consumers' attention challenging for brands and retailers. Storytelling is more important than ever. Founded by startup veterans in machine learning, adtech, retail, and CPG, we enable creators and brands to sell through shoppable video and AI-powered content—bypassing bans on traditional social platforms. Our platform is built on the decentralized Fediverse, giving us the same social tools as Meta, TikTok, and YouTube—without the restrictive algorithms that block access to the $30B cannabis market. We partner with licensed retailers across the U.S. for seamless pickup and delivery. Our AI-powered Spark Studio leverages interest graph data to personalize, scale, and optimize content, delivering higher conversion rates for creators and brands. Everscore is the only fully integrated social commerce solution where restricted-industry brands can reach, engage, and monetize their audiences—starting in cannabis, with more to follow.

Algorithm Insights

Market Position
Early stage requiring focused development
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