Proof of Usefulness Report

Guidoio

Analysis completed on 2/10/2026

+112
Proof of Usefulness Score
Gaining Momentum

Guidoio is a verified, venture-backed Italian startup (raised ~€3.5M Seed in late 2025) digitizing the driving school process. While the submission itself was low-quality (hyperbolic claims like 'most people have used my product' and vague metrics), external verification confirms a team of ~20-30, significant revenue growth (+428%), and expansion into multiple Italian cities. The project has high utility and strong market validation, despite the poor form entry.

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Score Breakdown

Real World Utility+28.13
Audience Reach Impact+14.00
Technical Innovation+11.25
Evidence Of Traction+33.75
Market Timing Relevance+9.00
Functional Completeness+0.50
Subtotal+96.63
Usefulness Multiplierx1.16
Final Score+112

Project Details

Project URL
Description
🚗 Guidoio is a digital platform that is redesigning the driving school experience in Italy, enabling you to enrol in just two minutes and manage bookings and your training via app.

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