Proof of Usefulness Report

QuizCrunch

Analysis completed on 2/18/2026

+41
Proof of Usefulness Score
You're In Business

QuizCrunch (quizcrunch.co.uk) appears to be a legitimate, early-stage B2B SaaS targeting the hospitality industry, founded by an industry veteran (Ruslan Zubenko). The solution addresses a genuine pain point (staff turnover and training costs) with a plausible AI application. However, the submission quality is critically low, featuring demonstrable falsehoods (claiming 'most people' have used the product and 'everyone' is the audience) and confusing metrics ('all time marketcap: 500000'). While the problem-solution fit is strong, the lack of verifiable traction and the unprofessional submission severely depress the score.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+2.40
Technical Innovation+7.50
Evidence Of Traction+1.25
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+40.65
Usefulness Multiplierx1.02
Final Score+41

Project Details

Project URL
Description
QuizCrunch is the AI-powered training and performance platform for restaurant, bar, and hotel groups. Instantly convert menus and SOPs into engaging micro-quizzes, track team knowledge in real-time, and reduce onboarding costs by up to 75%. The ultimate tool to monitor and improve your training ROI.

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