Proof of Usefulness Report

GRUBBRR

Analysis completed on 1/22/2026

+650
Proof of Usefulness Score
Category Standard

GRUBBRR is a verified market leader in self-ordering kiosk technology, with significant partnerships (Samsung, BurgerFi) and Series B funding ($35M). Despite the high real-world utility and traction of the entity, the specific project submission was of poor quality, containing vague claims ('most people have used my product') and lacking data. The score reflects the high verifiable value of the company, adjusted downward for the lack of evidence provided in the submission itself.

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Score Breakdown

Real World Utility25%)
Audience Reach Impact20%)
Technical Innovation15%)
Evidence Of Traction25%)
Market Timing Relevance10%)
Functional Completeness5%)
Subtotal+722.5
Usefulness Multiplierx0.9
Final Score+650

Project Details

Project URL
grubbrr.com
Description
GRUBBRR is a leading global commerce automation company at the forefront of self-ordering technologies. GRUBBRR’s award-winning eco-system solution, including kiosks, mobile ordering, contactless IoT smart lockers, AI self-checkout stations and more, are proven to help businesses maximize revenue, decrease labor costs, and increase operational efficiency while improving the consumer experience.\n\nGRUBBRR’s solutions are adaptable and beneficial to a multitude of businesses, and power both enterprise-level and small and medium businesses across verticals such as quick-service restaurants, fast casual restaurants, stadiums, movie theatres, casinos, micro-markets, retail, and more.\n\nSelf-Ordering Systems \u0026 Digital Kiosk Software Solutions\nExperience the premier self-ordering solution for your business. Customers are happier. Operating costs are lower. Revenue is up. Welcome to the future of commerce.\n\n

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