Proof of Usefulness Report

Qtr

Analysis completed on 2/17/2026

+504
Proof of Usefulness Score
Industry Mainstay

QTR Inc. appears to be an established industrial manufacturing firm (founded 1984) with significant operational scale (125 employees, ~$17M revenue). However, the submission quality is critically low, featuring clearly inaccurate claims regarding audience reach ('everyone') and traction ('most people have used my product'). While the underlying business fundamentals indicate a mature SME serving the energy sector, the 'Proof of Usefulness' is comprised of both the asset's value and the credibility of the submission. The score reflects high marks for business stability and economic utility, heavily penalized for low-effort, exaggerated responses.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+3.00
Technical Innovation+7.50
Evidence Of Traction+16.00
Market Timing Relevance+5.00
Functional Completeness+0.25
Subtotal+53.0
Usefulness Multiplierx0.95
Final Score+504

Project Details

Project URL
qtr-inc.com
Description
At QTR, we invest in our people, empower our teams and acquire the best equipment to meet customer requirements, drive continuous improvement and increase value to our clients. Our customer relationships are built on trust and performance. Founded in 1984 to service the tool & die industry, QTR has expanded into the energy market to provide custom machining, fabrication, welding and assembly of high end, specialty tooling to support critical maintenance of steam turbines and generators. With the recent addition of six new CNC Machine tools including 5 axis capabilities, QTR has diversified into production machining to offer world class manufactures top quality machined parts at very competitive prices with on time deliveries.

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