Proof of Usefulness Report

IR Pros

Analysis completed on 2/9/2026

+535
Proof of Usefulness Score
Industry Mainstay

IR Pros is a verified industrial refrigeration partnership with significant traction (~$16.4M estimated revenue, 63-125+ employees). While the submission quality is extremely low (unprofessional name 'BlazeStorm', inaccurate claims of 'everyone' reach, and 'marketcap' terminology), the underlying business demonstrates high real-world utility and strong financial traction consistent with the '$10M+ Revenue' calibration tier. Scores are heavily penalized for submission quality but boosted by verifiable external business metrics.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+64.0
Technical Innovation+45.0
Evidence Of Traction+170.0
Market Timing Relevance+60.0
Functional Completeness+2.5
Subtotal+554
Usefulness Multiplierx0.96
Final Score+535

Project Details

Project URL
Description
IR Pros is a nationwide partnership of organizations that service the industrial refrigeration market. We design, build and service industrial refrigeration systems to provide consistent performance, high efficiency and maximum reliability.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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