Proof of Usefulness Report

Ai.hamburg

Analysis completed on 1/28/2026

+68
Proof of Usefulness Score
You're In Business

The project 'Ai.hamburg' corresponds to a legitimate non-profit initiative and ecosystem builder in Hamburg, Germany, supported by partners like ARIC and Hamburg Invest (with related funding of ~€3.8M for the AI.Startup.Hub). However, the submission itself is of extremely low quality, featuring a pseudonym ('StarFang'), dubious claims ('most people have used my product'), and nonsensical financial data ('17000000 marketcap'). While the real-world utility of the initiative is high within its region, the PoU score is heavily penalized by the submission's lack of professionalism and verifiable details provided directly in the input.

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Score Breakdown

Real World Utility+20.00
Audience Reach Impact+9.00
Technical Innovation+4.50
Evidence Of Traction+18.75
Market Timing Relevance+9.50
Functional Completeness+0.25
Subtotal+62
Usefulness Multiplierx1.10
Final Score+68

Project Details

Project URL
ai.hamburg
Description
Zukunftskompetenz, die sich auszahlt – praxisnah, interaktiv, messbar. Unsere Workshops bieten Ihren Teams nicht nur theoretisches Wissen, sondern vor allem praktische AI-Kompetenzen, die den Unterschied im Arbeitsalltag machen. Sie lernen von erfahrenen AI-Expert:innen, die sich in der Praxis auskennen, und entwickeln Fähigkeiten, die Sie sofort umsetzen können.

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