Proof of Usefulness Report

IntimeGDT Inc.

Analysis completed on 3/19/2026

-4.46

Proof of Usefulness Score

Lab Mode

The submission contains extreme red flags, including unsubstantiated and highly exaggerated claims of traction ('most people have used my product') and vague financial metrics ('all time marketcap: 2500000'). While the underlying concept of an AI data marketplace has market relevance, the lack of verifiable data and unrealistic assertions result in a negative final score.

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Score Breakdown

Real World Utility+2.5

Audience Reach Impact+0.0

Technical Innovation+0.75

Evidence Of Traction-12.5

Market Timing Relevance+4.0

Functional Completeness+0.0

Subtotal-5.25

Usefulness Multiplierx0.85

Final Score-4

Project Details

Project URL

intimegdt.com

Description

Find and use unique 3rd party data with confidence. IntimeGDT is your global marketplace for data used for AI, machine learning, and research, as well as technology and solution providers. Efficiently explore thousands of data providers offering free, curated, and custom data. Accelerate your business with cutting-edge technology and services tailored to your needs. Find, try, and buy the data, tools, and solutions that power innovation.

Algorithm Insights

Market Position

Early stage requiring focused development

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