Moolre Startup Cup 2026 Entry

Built for African job seekers.
Starting with Ghana.

CareerOS is an AI-powered career platform that helps you find jobs, understand your fit, and prepare your application — before you spend a single minute applying.

What CareerOS does

Job aggregation
We pull live jobs from 9 sources — including Greenhouse, The Muse, Adzuna, Remotive, and more — filtered and presented for the African market.
AI fit analysis
Upload your CV and we use GPT-4o-mini and Claude Sonnet to compare your skills against the job requirements. No fabricated scores — the analysis is based on what's actually in your profile.
CV feedback
Get honest, specific feedback on your CV: what works, what's missing, and what to change. Premium users get a fully rewritten, ATS-optimised version.
Interview prep
Practice with AI-generated questions tailored to the role. Available in text and voice formats.
Application tracking
Track every application in one place — status, next steps, and follow-up reminders.

What we don't claim

We don't publish match accuracy statistics or interview rate improvements — we don't have the user volume or research to back those numbers honestly. What we do is use real AI (not keyword regex) to give you a genuine assessment of your fit for a role. The quality of that analysis depends on what you put in: the more complete your profile and CV, the better the output.

Built with

Next.js (App Router)
Clerk Auth
Neon PostgreSQL
Prisma ORM
GPT-4o-mini
Claude Sonnet
Groq (fallback AI)
Vercel Edge
Moolre Payments

Contact

Get started — it's free

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