SnapplAI

AI pipeline that scrapes LinkedIn job listings and emails you only the ones matching your CV.

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SnapplAI is an automated pipeline that scrapes new LinkedIn job listings, uses an AI model to summarize and score each one against your CV, and emails only the best matches to your inbox. It runs on a schedule locally, in Docker, or via GitHub Actions, and is aimed at job seekers who want to be first to apply to relevant listings without manually reading every new posting.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of SnapplAI - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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