Proof of Usefulness Report

Demosense

Analysis completed on 2/28/2026

+29

Proof of Usefulness Score

You're In Business

The project 'Demosense' presents a generic retail analytics concept but lacks verifiable evidence of existence or traction. The domain 'demosense.com' does not host a commercial platform matching the description, instead pointing to unrelated content (films or open-source repositories). Claims such as 'most people have used my product' and a $2.5M market cap are unsubstantiated and appear exaggerated for a submission with no professional footprint. The use of pseudonyms ('ThunderRider') and the lack of a clear business identity severely impact the credibility score.

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Score Breakdown

Real World Utility+16.88

Audience Reach Impact+2.25

Technical Innovation+6.75

Evidence Of Traction+0.00

Market Timing Relevance+6.75

Functional Completeness+1.13

Subtotal+33.76

Usefulness Multiplierx0.85

Final Score+29

Project Details

Project URL

demosense.com

Description

We transform the physical world into Big Data by capturing customer interaction with Artificial Intelligence. Our IoT platform creates anonymous user profiles by extracting features such as age, sex and outfit. We help our customers by turning data into value with actionable analytics, dashboards and APIs. Currently focused on retail sectors but open minded for additional applications!

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