Proof of Usefulness Report

DataZoo

Analysis completed on 1/19/2026

+12
Proof of Usefulness Score
You're In Business

The submission contains severe inconsistencies, appearing to conflate two unrelated entities: 'Data Zoo GmbH' (a German data consultancy at the provided URL data-zoo.de) and 'Data Zoo' (an Australian identity verification company). The Description and URL match the German firm, while the Team Size, Launch Date, and Business Type match the Australian firm. Additionally, traction claims such as 'most people have used my product' are demonstrably false for the B2B consultancy described, and the revenue field is unprofessional. The submission is evaluated as incoherent and lacks verifiable reliability.

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Score Breakdown

Real World Utility+40
Audience Reach Impact+5
Technical Innovation+20
Evidence Of Traction+5
Market Timing Relevance+40
Functional Completeness+0
Subtotal+9
Usefulness Multiplierx1.15
Final Score+11

Project Details

Project URL
data-zoo.de
Description
We are a group of data and machine learning experts with the mission to improve enterprise core processes with modern methods and technology.\n\nOur product AnoFox provides flexible components for anomaly detection and time series forecasting. It is easily managable as part of your cloud data plattform.\n\nOur product SparrowBI connects your on premise SAP systems to cloud data services on Google, Azure or AWS. - Easy, flexible and affordable.\n‍\n
Audience Reach
everyone
Target Users
everyone
Technologies
Cloud Computing, Machine Learning, Consumer Goods
Traction Evidence
most people have used my product

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