Round 1 Winners!
Proof of Usefulness Report

Vaango

Analysis completed on 3/23/2026

+59.4
Proof of Usefulness Score
You're In Business

The submission mixes a valid AI front desk concept with SEO keyword stuffing for an Indian restaurant chain ('Vaango Chennai', 'Food & Beverages'). Claims such as 'most people have used my product' and 'all time marketcap: 2500000' are unsubstantiated and nonsensical in this context, resulting in a low score due to lack of verifiable evidence, poor response quality, and highly dubious metrics.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+5.0
Technical Innovation+11.25
Evidence Of Traction+2.5
Market Timing Relevance+10.0
Functional Completeness+0.25
Subtotal+54
Usefulness Multiplierx1.1
Final Score+59

Project Details

Project URL
Description
VAANGO BRINGS AI to front desks of offices, buildings and any place where there is constant flow of people.vaango,vaango USA,facecheck,smartdesk,vaango contact,vaango near me,ai face recognition,vaango app,vaango chennai,vaango india

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