Proof of Usefulness Report

The Dedicated Recruiter LLC

Analysis completed on 2/18/2026

+21
Proof of Usefulness Score
You're In Business

The submission describes 'The Dedicated Recruiter LLC', a boutique staffing agency, rather than a scalable technology project. The project name 'StarSpirit' appears unrelated to the description, and the submission contains demonstrable falsehoods (e.g., audience 'everyone', traction 'most people have used my product'). There is no evidence of custom technology or digital innovation. The revenue figure ('marketcap: 2500000') is unsubstantiated and likely conflated with valuation or lifetime fees.

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Score Breakdown

Real World Utility+7.5
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction+0.0
Market Timing Relevance+5.0
Functional Completeness+5.0
Subtotal+23.75
Usefulness Multiplierx0.88
Final Score+21

Project Details

Project URL
thededicatedrecruiter.com
Description
the dedicated recruiter, llc is a boutique, direct hire and executive search firm specializing in the placement of IT and Sales professionals in the Finance and Insurance, Manufacturing, CPG, Non-Profits, as well as Healthcare/Life Sciences, verticals. We are 100% women owned.

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