Proof of Usefulness Report

FreshRooms Hospitality Services Pvt. Ltd.

Analysis completed on 2/11/2026

+382
Proof of Usefulness Score
Certified Problem Solver

FreshRooms is a verifiable operational business in India offering IoT-enabled 'smart' public sanitation and hospitality services (lounges, sleeping pods). External search confirms ~8 locations and seed funding of ~$415k (2018). However, the project submission itself was of very low quality, containing vague claims ('most people have used my product') and garbled financial metrics ('marketcap: 500000'). While the real-world utility is high and the business is legitimate, the score is constrained by its regional physical scale and the poor quality of the application data.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+3.6
Technical Innovation+3.6
Evidence Of Traction+8.25
Market Timing Relevance+8.0
Functional Completeness+0.5
Subtotal+42.7
Usefulness Multiplierx0.89
Final Score+382

Project Details

Project URL
freshrooms.in
Description
Freshrooms is a first-of-its-kind revolutionary concept in the space of hygiene hospitality. FR is a premium lounge offering where the customer gets the most advance, hygienic, and well-equipped public convenience, showers sleeping pods, and a cafeteria with healthy Indian snack cuisine at an affordable price point. FR has deployed IoT based solution using AI/ML for crowd management and maintaining pristine service conditions to enhance customer experience. FR has completed its PoC with eight units successfully running Lucknow, Bhopal, Ujjain Puri, & Parayagraj for the past 12 months. Opening soon in Cuttack & Bhubaneshwar, and Lucknow. Nationwide franchising opportunities are available at more than 200 plus locations.

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