Proof of Usefulness Report

Pivot

Analysis completed on 1/27/2026

+3
Proof of Usefulness Score
You're In Business

The project 'Pivot' (mypivot.work) presents a generic career marketplace concept with no verifiable existence. The URL is not indexed by search engines, suggesting the platform is either offline or has zero digital footprint. The submission contains significant red flags, including the factually impossible claim that 'most people have used my product' and the irrelevant listing of 'space-technology'. With no team data, revenue, or realistic metrics, the project demonstrates no proof of usefulness or traction.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction+0.00
Market Timing Relevance+1.00
Functional Completeness+0.00
Subtotal+3.5
Usefulness Multiplierx0.85
Final Score+3

Project Details

Project URL
mypivot.work
Description
At Pivot, we help people achieve their career goals through (i) a marketplace of industry mentors, courses, and jobs (ii) automated career tools, and (iii) highly personalized support. With us, students and professionals benefit from: ✅ 1:1 personalized mentorship from industry experts and high-touch support from a Pivot advisor ✅ Discovery of best courses & bootcamps, networking communities, and jobs ✅ Career planner, an AI-driven, interactive tool to manage their entire transition in one place Grad schools are costly and time-consuming, while leaps of faith are lonely and unstructured. We are 10x better than both! We are building the ‘Amazon of Career Space’ - or the everything store for career solutions, tech-enabled tools, and world-class support tailored to each individual. Try out Pivot at mypivot.work and build your dream career the right way!

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