Proof of Usefulness Report

Real time data collector

Analysis completed on 2/13/2026

+91

Proof of Usefulness Score

You're In Business

The project appears to be a standard student-level IoT assignment using a microcontroller and ThingSpeak, rather than a commercial product. The submission claims to use enterprise technologies (Bright Data, Neo4j, Storyblok) and reach 5,000 monthly users, but the only evidence provided is a raw data channel link with no frontend, suggesting these claims are inaccurate. The solution functions as a basic data logger but lacks the traction, innovation, or scale to score higher.

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Score Breakdown

Real World Utility+31.25

Audience Reach Impact+5.00

Technical Innovation+15.00

Evidence Of Traction+6.25

Market Timing Relevance+20.00

Functional Completeness+5.00

Subtotal+82.5

Usefulness Multiplierx1.10

Final Score+91

Project Details

Project URL

thingspeak.mathworks.com/channels/2958097

Description

Design and implementation of enclosed field-deployment sensor node that senses temperature and light intensity and sends it to open server thing speak through wifi and it helps like when we have previous data so we can predict future based on previous it must have anamolies

Audience Reach

My project is real-time data collection of temperature and light intensity. It reaches approximately 5,000 users per month, including students and researchers. The data is accessed via a web dashboard like thing speak

Target Users

Ai engineers , electronics Engineers, I think for everyone 🙂

Technologies

Bright Data, Storyblok, Neo4j, Framework

Traction Evidence

https://thingspeak.mathworks.com/channels/2958097

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