Proof of Usefulness Report

Caleb Controls

Analysis completed on 2/20/2026

+16
Proof of Usefulness Score
You're In Business

While 'Caleb Controls' appears to be a legitimate small HVAC automation business based in Canada, the specific project submission contains significant red flags. The product name 'WhisperBlade' does not appear in the company's public portfolio and is likely a fabrication or confusion with gaming terminology. The traction claim ('most people have used my product') is objectively false for a 2024 B2B niche launch. The submission lacks verifiable data, relies on impossible audience reach claims ('everyone'), and provides incoherent financial metrics.

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Score Breakdown

Real World Utility+7.50
Audience Reach Impact+1.00
Technical Innovation+2.25
Evidence Of Traction+0.00
Market Timing Relevance+3.00
Functional Completeness+0.25
Subtotal+14
Usefulness Multiplierx1.12
Final Score+16

Project Details

Project URL
calebcontrols.com
Description
Innovative Solutions for a Greener Future Caleb Controls is a trusted name in the electronics and energy controls industry, offering cutting-edge solutions for decarbonizing, optimizing, and monitoring residential dwellings energy appliances. With a focus on HVAC energy controls, data analytics, predictive maintenance, submetering, leak detection and prevention, IoT, and remote equipment monitoring, we are dedicated to creating a sustainable tomorrow. Our innovative products and solutions are low costs with quick and substantial ROI for facility management service providers and contractors.

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