Proof of Usefulness Report

Collective Limitless Ambitious Smart Solutions Pvt. Ltd.

Analysis completed on 2/11/2026

+30
Proof of Usefulness Score
You're In Business

The project 'Traffic Sahayak' by Collective Limitless Ambitious Smart Solutions (CLASS) Pvt. Ltd. is a verifiable but currently dormant initiative. Launched around 2017-2019 in Pune, India, the app aimed to crowdsource traffic violation reporting. While it achieved over 5,000 downloads and received local media coverage (Times of India), the submission's claim that 'most people have used my product' is factually incorrect and highly exaggerated. Market evidence suggests the app is no longer active, having been superseded by official government solutions like MahaTrafficApp. The financial metric provided ('marketcap: 50000') likely refers to the company's paid-up capital in INR (~$600 USD), reflecting a micro-scale operation.

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Score Breakdown

Real World Utility+60
Audience Reach Impact+15
Technical Innovation+40
Evidence Of Traction+35
Market Timing Relevance+30
Functional Completeness+10
Subtotal+30.125
Usefulness Multiplierx0.98
Final Score+30

Project Details

Project URL
Description
At Collective Limitless Ambitious Smart Solutions, the focus is on how to bring about improvements by integrating smart ideas using information & communication technology with Internet of Things in the day to day working of not only the Urban society but also of the rural communities not only in India but also beyond. The objective is to be able to understand the difficulties being faced by the modern society and to develop solutions from the minutest to the gravest of problems to sort them out and which could help mankind proceed and progress by staying focused on their daily tasks with as little impediments as possible. Using modern day techniques and also making use of not only Smartphones but also other Smart devices and Smart individuals will be the focus initially. We also look forward to tie-ups with governments and non-government organizations to bring about methodologies which are citizen friendly and sustainable to the society as a whole. The idea that our startup currently is working on is a mobile app to allow citizens to report Traffic Violations. We're operational in Pune and surrounding areas and the app is named "Traffic Sahayak".

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