Proof of Usefulness Report

DataSpoc

Analysis completed on 1/19/2026

+1
Proof of Usefulness Score
You're In Business

The submission contains critical red flags indicating the project is likely vaporware or a test entry. Search results for 'DataSpoc' are non-existent, contradicting the hyperbolic claim that 'most people have used my product'. Input fields contain nonsensical data (e.g., 'all time marketcap: null'), and the description lacks any verifiable technical or business detail.

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Score Breakdown

Real World Utility+0
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction+0
Market Timing Relevance+0
Functional Completeness+0
Subtotal+1
Usefulness Multiplierx1.0
Final Score+1

Project Details

Project URL
Description
A machine learning building blocks platform. Just drag and drop to create a demand and sales forecast. Or simulate and predict the best marketing campaign.
Audience Reach
everyone
Target Users
everyone
Technologies
Machine Learning, Marketing, Business Development
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