Round 1 Winners!
Proof of Usefulness Report

Onqoud

Analysis completed on 3/17/2026

+165
Proof of Usefulness Score
Gaining Momentum

Onqoud presents a valid use case for restaurant business intelligence, but the submission contains significant red flags. Claims such as 'everyone' for audience reach, 'most people have used my product', and a '2500000 marketcap' are unsupported and highly unrealistic for a startup relying on CSV files. Verifiable traction is minimal, yielding a low score.

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Score Breakdown

Real World Utility+100
Audience Reach Impact+10
Technical Innovation+15
Evidence Of Traction+6.25
Market Timing Relevance+40
Functional Completeness+2.5
Subtotal+173.75
Usefulness Multiplierx0.95
Final Score+165

Project Details

Project URL
Description
Onqoud is a cutting-edge business intelligence platform designed specifically for the restaurant and café industry. By leveraging advanced machine learning algorithms, Onqoud empowers restaurant owners and managers to predict future sales trends and gain a comprehensive overview of their business performance. Our platform transforms raw data from multiple sources into actionable insights, enabling users to make informed decisions that drive growth and operational efficiency. With a user-friendly interface and powerful data visualization tools, Onqoud simplifies the analysis of complex data sets, allowing users to track key performance indicators (KPIs), identify sales trends, and assess customer preferences. The integration of CSV files, stored securely on Google Drive and AWS, ensures seamless data management and accessibility for each user. Onqoud offers tailored subscription plans to meet diverse business needs, ranging from essential reporting features to advanced analytics and AI-driven insights. Our Starter, Pro, and Pro+ plans provide varying levels of access and support, ensuring that businesses of all sizes can benefit from our platform. As the restaurant industry continues to evolve, Onqoud stands at the forefront, helping businesses navigate challenges and capitalize on opportunities. Our commitment to innovation and customer satisfaction drives us to continuously enhance our platform, incorporating user feedback and industry best practices. With Onqoud, restaurant owners can not only survive but thrive in a competitive market, ultimately improving their bottom line and enhancing customer experiences. Join us at Onqoud and take your restaurant's performance to new heights.

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