Proof of Usefulness Report

CaHill Tech

Analysis completed on 1/16/2026

+66
Proof of Usefulness Score
You're In Business

CaHill Tech is a verifiable, seed-funded construction technology company offering the 'aQuiRe' safety training app. While the submission data was of extremely poor quality (false claims of 'everyone' reach and 'most people' usage), external validation confirms the project exists, has raised ~$250k in seed funding, and serves ~29 B2B clients in the construction/infrastructure sector. The project scores high on real-world utility for addressing labor safety and skills gaps but falls into the 'Minimal Traction' tier (<50k users) compared to established benchmarks. The score is significantly penalized by the submission's lack of credible data.

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Score Breakdown

Real World Utility+27
Audience Reach Impact+4
Technical Innovation+7
Evidence Of Traction+15
Market Timing Relevance+8
Functional Completeness+0
Subtotal+62
Usefulness Multiplierx1.05
Final Score+65

Project Details

Description
CaHill Tech is a company that specializes in providing innovative technology solutions and resources for the construction and infrastructure industries. Through their domain, cahillresources.com, they offer a range of digital tools and platforms designed to enhance efficiency, safety, and productivity on job sites. Their offerings may include software for project management, workforce training, and real-time data analytics, all aimed at modernizing traditional construction practices and supporting industry professionals in optimizing their operations.
Audience Reach
everyone
Target Users
everyone
Technologies
Productivity, Construction, Analytics
Traction Evidence
most people have used my product

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