Round 1 Winners!
Proof of Usefulness Report

FreemarketsAI

Analysis completed on 3/19/2026

+20.02
Proof of Usefulness Score
You're In Business

The submission presents severe red flags, including unverifiable and exaggerated claims such as 'most people have used my product'. Despite operating in a highly relevant market, the project provides no actionable data on active users or actual revenue, misreporting a small market cap as monthly revenue. Given its 2018 launch, the lack of verifiable traction and poor response quality results in a minimal score.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+1.0
Technical Innovation+3.0
Evidence Of Traction+0.625
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+17.875
Usefulness Multiplierx1.12
Final Score+20

Project Details

Project URL
Description
In the future, every dollar will be invested with data and algorithms. FreemarketsAI is powering that transition through deep financial analysis with cutting edge technology. Unlock new value for your clients with the FreemarketsAI financial analysis engine. We ingest millions of datapoints to build fundamental bottoms-up models of every company in the world, powered by Machine Learning. We then use those models to find the most compelling investment opportunities, creating new frontiers of risk-adjusted returns.

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