Proof of Usefulness Report

UClean

Analysis completed on 2/1/2026

+641
Proof of Usefulness Score
Category Standard

UClean is India's largest tech-enabled laundry and dry-cleaning chain, with verifiable traction including 300+ active franchise stores and a gross merchandise value (GMV) exceeding ₹100 Crore (~$12M USD). While the submission itself was of poor quality—lacking specific metrics and containing hyperbolic claims like 'everyone' and 'most people'—external verification confirms significant market presence, a growing user base of over 2 million customers, and a successful franchise model. The project demonstrates high real-world utility and strong traction, though the technical innovation is standard for the sector.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+160.0
Technical Innovation+67.5
Evidence Of Traction+212.5
Market Timing Relevance+85.0
Functional Completeness+5.0
Subtotal+755
Usefulness Multiplierx0.85
Final Score+641

Project Details

Project URL
uclean.in
Description
UClean is a leading laundry and dry-cleaning service provider in India, operating under the domain uclean.in. The company offers a wide range of cleaning services, including on-demand laundry, dry cleaning, and home cleaning solutions. UClean is known for its tech-enabled approach, allowing customers to schedule services conveniently through their website or mobile app. With a focus on quality and customer satisfaction, UClean uses eco-friendly cleaning processes and state-of-the-art equipment to ensure the best results. The company also offers franchise opportunities, making it a popular choice for entrepreneurs looking to enter the cleaning industry.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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