Round 1 Winners!
Proof of Usefulness Report

FloorSight Inc.

Analysis completed on 3/21/2026

-17
Proof of Usefulness Score
Lab Mode

While the project targets a realistic B2B manufacturing problem, the submission contains severe red flags. The assertions that 'everyone' is the target audience and 'most people have used my product' are completely implausible for specialized factory floor analytics. Furthermore, citing an 'all time marketcap: 500000' as monthly revenue and leaving critical technical fields empty demonstrates low effort and unreliability. Per calibration guidelines, lack of verifiable traction combined with false claims necessitates a sub-zero score.

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Score Breakdown

Real World Utility+100
Audience Reach Impact-20
Technical Innovation+15
Evidence Of Traction-150
Market Timing Relevance+40
Functional Completeness-5
Subtotal-20
Usefulness Multiplierx0.85
Final Score-17

Project Details

Project URL
Description
FloorSight is a venture-backed manufacturing analytics company that digitizes the factory floor. Using machine learning and sensor technology, we provide real-time factory visualization tools that can monitor machines remotely. Our solution gets deployed in minutes, can deliver double-digit efficiency gains within days of installation, and can fundamentally transform how manufacturers view and optimize their productivity.

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