Proof of Usefulness Report

The Coffee Vault

Analysis completed on 2/11/2026

+254
Proof of Usefulness Score
Gaining Momentum

The Coffee Vault is a verified B2B coffee vending business in India with ~500 verified installations and estimated annual revenue of ~$1M (based on external billing data). While the project demonstrates solid real-world utility and verified traction (approx. ₹6-7 Cr annual billing), the submission itself is of very low quality, containing hyperbolic claims ('everyone', 'most people') and confusing financial metrics ('marketcap' for revenue). The score reflects the legitimate business operations and revenue, heavily penalized for the poor quality of evidence provided in the submission and lack of unique technical innovation.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+80.0
Technical Innovation+52.5
Evidence Of Traction+140.0
Market Timing Relevance+60.0
Functional Completeness+2.5
Subtotal+242.5
Usefulness Multiplierx1.05
Final Score+254

Project Details

Description
We are a leading Brand of IOT based Vending Machines with Contactless and Automatic Cup Dispenser through Cashless/ Digitalised Payment options for Corporates, Industries, Big Institutions, Schools, Hotels, Hospitals and other Public Places. Key Features of our Contactless IOT based Vending Machine: * First in Segment * Automatic Cup Dispenser * Cashless/ Digital Payment Options * In-built 7 inch Tab for Infotainment System * Multiple Hot and Cold Beverages Option * Manless Operations * Automatic Notifications and Breakdown Alerts * Unique Taste and Flavours Truly committed to offer your customers/ employees a healthy, safe, untouched and hygienic Cup of their choice. We have our own range of products with distinctive taste and unique flavours in various segments like Tea, Coffee, Shakes, Health Drinks and many more. Contact us for Demos/ Installations/ Dealerships/ Business Enquiries: +91- 9773666144

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