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AI assist: cover letters and interview prep

Draft a cover letter or prep brief from your profile and a listing — review-first.

Updated July 30, 2026

On a job listing you'll find two AI helpers:

  • Cover letter draft — written from your actual profile and the listing's requirements.
  • Interview prep brief — likely topics, questions to expect, and questions worth asking, based on the role.

The rules we built in

  1. You invoke it — nothing runs in the background.
  2. Review-first — output is a draft in front of you, not something sent anywhere.
  3. AI output can be wrong or generic. Edit until it sounds like you; you're responsible for what you send.

Your profile content is processed by our AI provider only at the moment you use one of these, and isn't used to train models.

Still stuck? A person will read it — promise.

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