Proof of Usefulness Report

Client Stat

Analysis completed on 3/19/2026

+116

Proof of Usefulness Score

Gaining Momentum

Client Stat addresses a valid need for unstructured data processing, but the submission is plagued by hyperbolic, unverified claims ('everyone' is the audience, 'most people have used my product'). The lack of concrete metrics for active users, combined with a questionable 'all-time market cap' figure of $2.5M for a 6-person team launched in 2014, results in very low confidence and poor traction scores.

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Score Breakdown

Real World Utility+50

Audience Reach Impact+10

Technical Innovation+15

Evidence Of Traction+6.25

Market Timing Relevance+40

Functional Completeness+1.25

Subtotal+122.5

Usefulness Multiplierx0.95

Final Score+116

Project Details

Project URL

clientstat.com

Description

The most reliable data for your most important decisions. Client Stat helps organizations to answer the right questions with the best possible data. We create technology that couples machine learning and human expertise to produce extremely high-quality data sets from unstructured data to enable data-driven and fact-based decision making.

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