Proof of Usefulness Report

Data Informed Financial Services LLC

Analysis completed on 2/3/2026

+12
Proof of Usefulness Score
You're In Business

The submission represents a legitimate service-based small business (CAGE 9HAJ2), likely a government contractor, rather than a scalable technology project. The evaluation is heavily penalized for hyperbolic and unverifiable claims (e.g., 'most people have used my product', audience 'everyone'). There is no evidence of software traction, user base, or revenue metrics relevant to a tech evaluation. The response quality is low, lacking the specific details required for a higher Proof of Usefulness score.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+5.0
Technical Innovation+5.0
Evidence Of Traction+2.5
Market Timing Relevance+20.0
Functional Completeness+5.0
Subtotal+10.88
Usefulness Multiplierx1.10
Final Score+12

Project Details

Project URL
Description
CAGE Code 9HAJ2 NAICS 541219, 541611, 611420, 611430 SDVOSB, pending EDWOSB Training Fractional leadership Consulting Data analysis Project management Process improvement Automation setup Advanced reconciliations

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