Proof of Usefulness Report

cmdk.ai

Analysis completed on 2/7/2026

-35
Proof of Usefulness Score
Lab Mode

The submission presents significant red flags. 'cmdk.ai' is listed as a 'deadpooled' (defunct) company by market intelligence sources (Tracxn) as of late 2025. The URL 'qlinks.app' does not resolve to a functional product matching the description and appears related to a separate, likely inactive cryptocurrency project (Qlink). The claim that 'most people have used my product' is demonstrably false and damages credibility. The 'marketcap' figure lacks context and appears to conflate SaaS valuation with crypto metrics. No verifiable utility or active user base exists.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+0
Technical Innovation+20
Evidence Of Traction+0
Market Timing Relevance+10
Functional Completeness+10
Subtotal+30
Usefulness Multiplierx0.9
Final Score-35

Project Details

Project URL
Description
In-app search and commands for every application

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