Proof of Usefulness Report

Let's Pizza

Analysis completed on 2/28/2026

+32
Proof of Usefulness Score
You're In Business

Let's Pizza (Cibolabs S.R.L.) is a legitimate hardware venture established in Italy (approx. 2009) that manufactures vending machines capable of kneading dough and baking fresh pizza in three minutes. While the engineering is impressive, the project has struggled to achieve significant market penetration over the last decade, with machines remaining a novelty rather than a ubiquitous utility. The submission contains major inaccuracies, notably the claim that 'most people have used' the product, which is verifiably false, and the miscategorization of the technology as 'Civil Engineering' rather than robotics or mechatronics. The stated 'marketcap' is ambiguous and does not reflect a verifiable revenue stream consistent with a mature hardware company.

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Score Breakdown

Real World Utility+16.25
Audience Reach Impact+2.0
Technical Innovation+6.0
Evidence Of Traction+3.13
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+32.63
Usefulness Multiplierx0.98
Final Score+32

Project Details

Project URL
Description
CIBOLABS S.R.L. | Shaping the Future of Food-Tech Cibolabs is an Italian company based in Bolzano, revolutionizing the food-tech industry with automated food preparation solutions. We design, manufacture, and deploy cutting-edge systems that integrate robotics, IoT, and artificial intelligence to redefine quality and convenience in food service. Our flagship product, Let’s Pizza, is the world’s first machine capable of preparing fresh, custom-made pizza in under three minutes—blending Italian tradition with the efficiency of technology. Our mission is to set a new standard in automated dining, combining innovation, nutrition, sustainability, and culinary culture to deliver a unique customer experience. Led by founder Claudio Torghele and a seasoned team with a proven track record in food-tech, CIBOLABS is poised for global growth through an asset-light model and an efficient supply chain. Our vision is to lead the global shift toward automated food service systems that deliver fresh, high-quality meals with minimal environmental impact.

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