Proof of Usefulness Report

aidapt.ca

Analysis completed on 2/19/2026

+36
Proof of Usefulness Score
You're In Business

aidapt.ca appears to be a legitimate small consulting agency based in Canada offering AI integration services, which validates the basic utility of the project. However, the submission itself is of extremely low quality, containing demonstrably false claims (e.g., 'most people have used my product', audience is 'everyone'). The 'marketcap' figure of 500,000 is ambiguous and likely represents an unverified valuation or revenue estimate. While the market timing for AI consulting is optimal, the project lacks evidence of scalable technology or significant traction to warrant a higher score.

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Score Breakdown

Real World Utility+17.50
Audience Reach Impact+2.00
Technical Innovation+2.25
Evidence Of Traction+2.50
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+32.5
Usefulness Multiplierx1.12
Final Score+36

Project Details

Project URL
Description
We help small businesses adopt artificial intelligence (AI) into their operations.

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