Proof of Usefulness Report

Hudson Coaching

Analysis completed on 3/23/2026

+83

Proof of Usefulness Score

You're In Business

Hudson Coaching is a STEM-focused career counseling service addressing a genuine need, earning reasonable scores for real-world utility and market relevance. However, the submission includes exaggerated and unsupported claims (e.g., reach of 'everyone', 'most people have used my product'). A lack of custom technical innovation, combined with unverifiable traction and generic metrics ('500000 marketcap' with a team of 6), restricts the final score to the minimal traction tier.

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Score Breakdown

Real World Utility+75.0

Audience Reach Impact+5.0

Technical Innovation+0.0

Evidence Of Traction+2.5

Market Timing Relevance+20.0

Functional Completeness+1.25

Subtotal+103.75

Usefulness Multiplierx0.8

Final Score+83

Project Details

Project URL

hudson-coaching.com

Description

Hudson Coaching provides passionate, expert and proven career guidance across Analytics, AI, Data Science & Machine Learning in North America & the UK. Comprehensive STEM Career Coaching for Graduates and professionals in quantitative tracks such as: Data Science, AI, Developmental Psychology, Economics, Math, Statistics, Physics, Mech Eng, Electrical Engineering, Computer Eng., Computer Science, Financial Eng., Biology, Sociology, Criminology and others.... The main areas we focus on are STEM & Applied Sciences in commerce; these are disciplines that are used to apply existing scientific knowledge to develop more practical applications, for example: technology or inventions. Comprehensive Career Coaching - Whether you’re seeking a new career direction, a clearer and more defined work/life balance, or simply a resume refresh, we can help. We coach and counsel both students and professional clients by identifying key strengths and accomplishments while assessing your personality type and career interests. But more than anything else we LISTEN (actively), SUPPORT & COACH. Our specialities include: Outplacement Services, Executive & Management Coaching, Career Advice & Job Search Strategy, Career Assessment & Planning, Interview Preparation, Salary Negotiation, Personal Branding, Resume crafting, LinkedIn adoption & usage, Employment Branding, Team Training & Corporate Development, Social Media in the Workplace, Employee Experience, Talent Acquisition & Retention Strategies, Career Development Coaching, Interview Preparation & Role Play, Life Coaching, Public & Panel Speaking, Contact: adrian@hudson-coaching.com / +1 646 661 3584 or +44 (0) 07788 513960

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