Proof of Usefulness Report

GridDuck

Analysis completed on 2/19/2026

+190
Proof of Usefulness Score
Gaining Momentum

GridDuck is a legitimate UK-based B2B technology company founded in 2015 that provides IoT energy management solutions for commercial buildings. External verification confirms real-world utility with case studies (e.g., farms, factories) and funding activity (~$1.7M total raised). However, the submission itself contains highly inaccurate and exaggerated claims—stating the audience is 'everyone' and 'most people have used my product' is objectively false for a niche B2B tool. The team size (claimed 125, verified ~4-10) and revenue figures are also significantly inflated or confused. The score reflects the genuine utility of the underlying technology, heavily penalized for the lack of credibility in the submitted data.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+10.0
Technical Innovation+60.0
Evidence Of Traction+15.0
Market Timing Relevance+75.0
Functional Completeness+5.0
Subtotal+250.0
Usefulness Multiplierx0.76
Final Score+190

Project Details

Project URL
Description
An IoT energy management system for reducing waste energy consumption by remotely monitoring and automatically switching appliances and circuits on and off.

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