Cover Letter Generator

A cover letter built from your experience, not a template

Paste a job posting and get a structured, three-paragraph cover letter written from your real summary, skills, and work history — not a form letter with your name swapped in.

What makes it different from a template

Fixed Structure, Real Content

Every letter follows the same proven shape — a mission/technical bridge opening, a quantified-impact middle, and a short close — built from your actual summary, skills, and experience bullets, not a generic script.

Never Parrots the Job Posting

The generator is explicitly instructed to never echo the job description's own sentences back at the hiring manager — a tell recruiters are trained to spot instantly in AI-written letters.

Company and Role, Filled In For You

The company name and job title are pulled straight from the posting, and the header, date, and salutation are assembled consistently every time — no copy-paste, no mismatched placeholders.

How a letter gets built

1
Signal pull: your summary, skills list, and experience bullets are pulled from your saved profile — the same source of truth used for resume tailoring — alongside the job posting text and any company context you add.
2
One structured draft: a single pass produces exactly three paragraphs — roughly 250 to 300 words total — mapped to a fixed shape: a mission/technical bridge, a quantified-impact middle, and a short close.
3
Deterministic assembly: the header, date, "Re:" line, salutation, and sign-off are assembled by the same code path every time — only the three body paragraphs are model-written, so formatting never drifts between letters.

Want the keyword-matching side of the pipeline too? See the Resume Keyword Optimization Tool.