A new CV per job, grounded in your real evidence.
Paste a job URL or description. RoleForge extracts the real requirements, ranks how well your evidence covers them, and writes a tailored CV plus cover letter rooted in your actual experience.
"Owned activation funnel for B2B fintech SaaS; week-1 retention from 38% to 56%, $11M incremental ARR."
Tailored writing, anchored to evidence you've approved.
Grounded, not invented
Every bullet, summary, and cover letter sentence ties back to evidence you've uploaded and approved. The AI rephrases what's already true.
Coverage scoring per requirement
We pull the real requirements from the job description and score each one against your evidence. You see what's strong, what's thin, and what to add before applying.
Cover letters that match the CV
Same evidence, same tone, same target job. The cover letter draft pulls from the same approved pool, so the story stays consistent across documents.
Four steps from job link to tailored CV.
- Step 1
Paste the job
URL or full job description text. We extract the title, company, location, and the underlying requirements automatically.
- Step 2
We score your coverage
Each requirement gets matched against your approved evidence. You see supported, partial, and unsupported requirements at a glance.
- Step 3
Generate and edit
One click writes a tailored CV plus cover letter, grounded in approved bullets. Every line is editable. You stay in control of the voice.
- Step 4
Track and apply
Save the tailored version, mark the job Applied, and the tracker takes it from Saved through Offer. No more wondering which CV went where.
What people ask before signing up.
Will my resume sound like me, or obviously AI-generated?
RoleForge proposes wording based on your real experience and the target job. You review, edit, and approve every line. Think of it as a writer who knows ATS systems helping you refine, not a robot writing for you.
How does grounding actually work?
When you upload a resume, we extract structured evidence: bullets, projects, skills, education. You approve what's accurate. The AI is only allowed to draw from your approved evidence pool. It won't invent companies, dates, or numbers.
What if a job needs a skill I don't have?
The coverage panel surfaces unsupported requirements before you generate. You can add evidence, choose to apply anyway and acknowledge the gap, or move on to a better-fit role.
How fast is generation?
A tailored CV and cover letter typically generate in seven to twelve seconds. Long resumes or complex job descriptions take a few seconds more.
Stop sending the same CV to every job.
Real evidence, real job requirements, AI in the middle to do the heavy rewriting. Free to start.