Cover Letter Builder
Generate a cover letter written against one specific role, then refine it until it sounds like you and no one else.
Prerequisites: a complete profile — the builder writes from what your profile says about you.
Generate and refine
Start from the role
Open the job you are applying to and choose Generate a Cover Letter. Starting from the job detail page matters: the builder writes against that specific role's requirements instead of producing a generic letter.
Generate the draft
The builder combines the role's requirements with your profile — skills, work history, outcomes — and produces a first draft tailored to the position.
Read it as the hiring manager
Before editing, read the draft once asking a single question: would this make me want to meet this person? Mark every sentence that any candidate could have written.
Refine
Replace the generic sentences with specifics only you can claim — a number, a named project, a reason this company. Ask for revisions with direction: shorter, more direct, lead with the strongest achievement. Iterating on the draft beats regenerating from scratch.
Final pass and use
Trim to one focused page or less, check the company and role names are exact, and attach it to your application.
What separates a good letter
- Specificity. One concrete outcome with a number does more than three paragraphs of qualities.
- Their problem, your evidence. The strongest structure is: here is what this role needs, here is proof I have done exactly that.
- Brevity. Hiring managers skim. Under 250 words, ruthlessly relevant, beats a full page of competence.
The draft is the floor, not the letter
Never send the first generation unedited. The AI produces a strong structure from your profile, but the details that get interviews — the named project, the genuine reason for wanting this company — have to come from you.

