Proof of Usefulness Report

AI Directly Co.

Analysis completed on 3/6/2026

+8
Proof of Usefulness Score
You're In Business

The project 'AI Directly Co.' appears to be a small, locally-oriented AI consultancy or development shop based in Markham, Ontario, offering basic wrapper products like 'TextingGPT' and 'FirmGPT'. The submission contains significant red flags, including demonstrably false traction claims ('most people have used my product') and nonsensical revenue metrics ('all time marketcap: 500000'). The product name 'StarHunter' listed in the submission does not appear to be associated with this entity in any public index, suggesting a potential error or misappropriation of the name of an established recruiting platform. The lack of verifiable user base, generic technical implementation, and low-quality submission data result in a minimal score.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+1.00
Technical Innovation+0.75
Evidence Of Traction+0.00
Market Timing Relevance+2.50
Functional Completeness+0.25
Subtotal+7
Usefulness Multiplierx1.14
Final Score+8

Project Details

Project URL
ai-directly.com
Description
Back in May 2023, AI Directly was founded in Markham, Ontario, with a self-imposed mandate to assist organizations and individuals in riding the AI wave, particularly through the application of ChatGPT. We have rolled out a handful of products to the market, as detailed in the descriptions above. We also have other products in development. If you would like to learn more about us in any topic, including our team, career opportunities, or investor relations, please visit ai-directly.com.

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