Proof of Usefulness Report

Shak AI Coaching

Analysis completed on 2/19/2026

+30
Proof of Usefulness Score
You're In Business

While 'Shak AI Coaching' appears to be a legitimate consulting firm based on external search (linked to Marlow Advisory Group), the project submission itself is of critically low quality. It contains placeholder text ('most people have used my product'), unrealistic audience claims ('everyone'), and confusing financial terminology ('marketcap' used likely for revenue). These red flags and lack of verifiable evidence in the submission result in a low Proof of Usefulness score, despite the potential utility of the underlying consulting services.

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Score Breakdown

Real World Utility+10.5
Audience Reach Impact+0.5
Technical Innovation+2.4
Evidence Of Traction+3.75
Market Timing Relevance+8.5
Functional Completeness+0.25
Subtotal+25.9
Usefulness Multiplierx1.15
Final Score+30

Project Details

Description
Shak AI Coaching is a AI-consulting firm that helps organizations turn emerging technology into everyday performance gains. From universities and real-estate brokerages to finance teams, we streamline workflows, surface data-driven insights, and train staff to work confidently alongside AI—so your operation moves faster, serves customers better, and grows more profitably.

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