Round 1 Winners!
Proof of Usefulness Report

Gameplan Jobs

Analysis completed on 3/18/2026

+21.3
Proof of Usefulness Score
You're In Business

The submission outlines a potentially useful HR and EdTech platform for career progression, but is heavily undermined by exaggerated, unsubstantiated claims (e.g., 'most people have used my product', audience of 'everyone'). The lack of verifiable active users, specific revenue details, and clearly defined custom technology results in significant penalties across traction, reach, and response quality criteria.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+2.25
Evidence Of Traction+0.625
Market Timing Relevance+4.0
Functional Completeness+0.25
Subtotal+23.125
Usefulness Multiplierx0.92
Final Score+21

Project Details

Project URL
Description
Gameplan analytics identify at a glance the learning gaps that need to be addressed by the user. We are using software in the fields of data extraction, information interpretation, behavioral profile generation, entity matching, and machine learning to help our members succeed. We are also integrating artificial intelligence-based technology and information from leading employers how to develop an understanding of patterns for career progression. The analysis of resumes and job postings from around the globe will inform GamePlan’s identification of gaps in a user’s education and knowledge and will generate a strategy for acquiring necessary knowledge and skills in the most direct and strategic manner through online learning. We make available free to each user a career aptitude test. We will help organizations gather similar information on their employees. By knowing what each person knows, along with the specific career goals to which they aspire, we will recommend the activities each person should focus on next for their individualized path. GamePlan offers a global solution from its launch. Our goal is to develop and showcase a candidate’s unique strengths, and to find the ideal way to prepare each user for a targeted career, ideally suited to their personality, strengths, skills and knowledge base.

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