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 13 sources — including Greenhouse, The Muse, Adzuna, Remotive, Jobberman, 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. Text sessions in the app today.
Application tracking
Track every application in one place and update the status yourself as it moves.

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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