Proof of Usefulness Report

Thinking Engines Inc.

Analysis completed on 3/17/2026

-11

Proof of Usefulness Score

Lab Mode

Major red flags detected. The submission claims a B2B construction site monitoring tool is for 'everyone' and that 'most people have used my product'. The submitter alias 'ShadowKeeper', dubious revenue metrics ('marketcap: 2500000'), and vague technical descriptions heavily indicate a spam or test submission. Verifiable traction is nonexistent, warranting a negative score per calibration guidelines.

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Score Breakdown

Real World Utility+2.50

Audience Reach Impact+0.00

Technical Innovation+0.75

Evidence Of Traction-12.50

Market Timing Relevance+2.00

Functional Completeness-2.50

Subtotal-9.75

Usefulness Multiplierx1.12

Final Score-11

Project Details

Project URL

thinkingengines.com

Description

One stop shop for construction site monitoring and reporting. Effortlessly monitor and report on mission critical construction site activities through image processing, machine learning, environmental sensors and other tracking solutions through included proprietary devices which provide instant visibility and peace of mind from anywhere at anytime.

Algorithm Insights

Market Position

Early stage requiring focused development

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