Proof of Usefulness Report

Oh Advisory

Analysis completed on 2/4/2026

+23
Proof of Usefulness Score
You're In Business

The submission presents a severe disconnect between a high-quality, professional description of a consultancy firm and non-credible, spam-like metadata. While the description references a seasoned career (Etsy, Shutterstock), the claims that 'everyone' is the audience and 'most people have used my product' are objectively false for a 2024 boutique advisory firm. The revenue field incorrectly lists 'marketcap', and the contact name 'WhisperWalker' reduces credibility. Without verifiable traction or a functioning web presence, the project scores in the lowest tier.

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Score Breakdown

Real World Utility+14.0
Audience Reach Impact+0.5
Technical Innovation+1.5
Evidence Of Traction+0.625
Market Timing Relevance+6.0
Functional Completeness+0.5
Subtotal+23.125
Usefulness Multiplierx0.98
Final Score+23

Project Details

Project URL
Description
Oh Advisory is founded on a simple premise: Most organizations don't fail because of their tech stack. They stall because of broken feedback loops, organizational friction, and cultures that quietly punish candor. Our work begins where standard playbooks end: with a rigorous diagnosis of an organization's true operating system. This premise is the culmination of a 20-year career leading technology and product at every scale—from building investment banking systems to scaling marketplace platforms at Etsy and Shutterstock to architecting subscription products in healthtech. In 2023, I established this practice to formalize this life's work. The central project is the development of proprietary frameworks on systemic risk and organizational design, a body of research currently being authored as a book-length manuscript. This deep, first-principles research is the foundation of the advisory practice. It is applied across several core areas: → Systemic Technology Strategy: Anticipating next year's problems, not just next sprint's tickets, by treating architecture as a function of the entire organization. → Organizational Diagnosis & Design: Building engineering cultures where psychological safety and high performance are mutually reinforcing. → First-Principles Product: Aligning roadmaps with foundational truths, not political drift. → Leadership Development: Transforming senior talent into strategic thinkers who can navigate complexity. The firm engages with a select number of leaders and organizations—typically those facing complex, systemic challenges where standard solutions have failed. The approach is recursive and reflective, grounded in the belief that the best outcomes emerge from asking uncomfortable questions with intellectual rigor and radical candor.

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