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Product·Jan 2026·6 min read

How AI job matching actually works for candidates in Lebanon

A clear walk-through of how your CV turns into ranked roles, with privacy and local filters.

How AI job matching actually works for candidates in Lebanon

From CV to structured profile

We parse your CV for skills, stack, seniority, and location preferences. Nothing is shared until you apply.

Scoring that favors fit, not keywords

Roles are ranked on requirements, salary alignment, languages, and team maturity so you avoid noisy listings.

Context you can act on

Every match shows why it fits, gaps to close, and how to tailor your outreach to Beirut and Mount Lebanon employers.

Privacy first, always

Your CV stays private. You choose when to share with recruiters or hiring managers inside the platform.

Build a proof-driven portfolio in minutes

Turn your weekly wins into a clean portfolio site. Share outcomes, not just titles.

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