Proof of Usefulness Report

Career Horizons

Analysis completed on 3/9/2026

-16

Proof of Usefulness Score

Lab Mode

Career Horizons addresses a genuine need in local hiring and retention for Berkshire employers, demonstrating some real-world utility and market relevance. However, the submission contains severe red flags that completely undermine its credibility. Claims such as 'everyone' for audience reach, 'most people have used my product' for traction, and an unexplained '500000' marketcap for a local agency launched in 2025 are highly exaggerated and verifiably false. These dubious inputs result in heavy penalties, placing the project's final score below 0 in accordance with calibration guidelines for submissions with red flags.

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Score Breakdown

Real World Utility+75.0

Audience Reach Impact-20.0

Technical Innovation+3.75

Evidence Of Traction-100.0

Market Timing Relevance+30.0

Functional Completeness-5.0

Subtotal-16.25

Usefulness Multiplierx0.96

Final Score-16

Project Details

Project URL

careerhorizons.org.uk

Description

We help Berkshire employers hire well, start well and stay well. In a noisy, AI-shaped labour market, we favour evidence, clean processes and human common sense. What we do (low drama, high impact) Employer services: hiring diagnostics, inclusive-hiring advisory, onboarding design, manager training, retention sprints. Programmes for jobseekers: job-readiness coaching, interview preparation, confidence and digital basics. Insight & data: plain-English labour-market commentary and practical benchmarks for local teams. How we work Two quick fixes before the fancy stuff. 1. Short cycles, clear ownership, measurable outcomes. 2. Tools you can run without us. Why Berkshire Local context matters. Commute patterns, shift realities and housing costs shape outcomes more than slogans. We tune for the real world, not the brochure. Want to improve retention without the theatrics? Let’s talk. 📧 hello@careerhorizons.org.uk | 🌐 careerhorizons.org.uk We use CHOICE™ and CH360 STEP™ methods in delivery. ™ indicates unregistered rights.

Algorithm Insights

Market Position

Early stage requiring focused development

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