Build your career story once — every job you've held, every win, every skill. Career Backstory analyzes postings against your real background and assembles a tailored resume and cover letter in minutes, not hours.
Most job seekers rewrite their story from scratch every time. Career Backstory asks for it once, then reuses it — matched to whatever's actually in front of you.
Tell your career stories in your own words — guided prompts, free-form writing, or an interview-style flow. Claude turns them into structured, reusable entries.
Paste any posting. Get a fit assessment, gap analysis, and "why it fits" narrative grounded in your actual background — not a generic keyword scan.
Generate a tailored resume and cover letter in one of five formats — from a full recruiter packet down to a single page — pulling your best-matching content automatically.
Every bullet, competency, skill, and tool you've ever used — organized, ranked, and searchable in one place. Edit anytime, nothing gets re-typed.
Track every posting you've analyzed and every resume you've assembled, with status and dates, so nothing falls through the cracks.
Career Backstory uses AI embeddings to understand what a posting is actually asking for, then surfaces the parts of your background that genuinely fit — even when the wording doesn't match exactly.
Your competencies, skills, tools, and career stories live in one place — and it doesn't stop growing once you land this job. Keep adding certifications, promotions, awards, and volunteer work for years to come, so it's ready for whatever comes next.
Fit assessments and gap analysis are checked against what you've actually done, not guessed at from posting text alone — so the narrative holds up when you're asked about it.
One straightforward ladder — no persona tiers, no surprise caps. Every plan pools job postings, resumes, and cover letters together, so you're never stuck with the wrong kind of credit.
Career Backstory partners with local workforce-development, reentry, military transition, and community outreach programs to provide low-cost access for the people they serve — invoiced to the organization, no credit card needed from participants.
This is a hands-on, early-stage partnership program right now — tell us about your organization below and we'll follow up directly.
Already have an access code? Sign up here — no separate application needed.
Learn more about how this works for workforce & reentry programs →
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