Round 1 Winners!
Proof of Usefulness Report

Blackperp

Analysis completed on 3/18/2026

+36
Proof of Usefulness Score
You're In Business

Blackperp presents an interesting technical solution to crypto perpetual futures trading with a self-learning decision engine and a modern tech stack. However, the project currently has zero external users and no revenue, strictly keeping it in the minimal traction tier. The provided traction evidence consists of content marketing articles rather than user adoption metrics or active user validation.

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Score Breakdown

Real World Utility+15.00
Audience Reach Impact+1.00
Technical Innovation+10.50
Evidence Of Traction+1.25
Market Timing Relevance+6.00
Functional Completeness+4.00
Subtotal+37.75
Usefulness Multiplierx0.95
Final Score+36

Project Details

Project URL
Description
Blackperp is a real-time decision engine for crypto perpetual futures. It fuses 173 live signals from 11 sources into actionable trade setups — direction, entry, stop loss, and take-profit targets — across 21 symbols and 3 timeframes, updated every 10 seconds. A self-learning loop recalibrates signal weights daily based on measured outcomes, so the engine continuously improves itself.
Audience Reach
We just started so we don`t have any customers yet. We use it ourselves to trade and learn the engine.
Target Users
Active crypto perpetual futures traders — scalpers, day traders, and swing traders — who want a system that synthesizes data into decisions, not just dashboards.
Technologies
Other, TypeScript, Node.js 20, Next.js 14, Fastify, Redis, PostgreSQL, Binance WebSocket, Claude Opus, next-intl
Traction Evidence
https://www.publish0x.com/stop-staring-at-dashboards-start-trading/stop-staring-at-dashboards-start-trading-xnjjnqd https://vocal.media/trader/most-traders-stare-at-the-wrong-screen https://medium.com/coinmonks/why-single-indicator-trading-fails-in-perpetual-futures-and-what-to-do-instead-8ee617b2f314

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