Does it invent experience I don't have?

Truth-lock is designed to ground rewrites in your source CV and flag unsupported requirements as gaps. AI can still misread or overstate details, so review and edit every change before using it.

How is this different from ChatGPT rewrites?

RoleFitCV reads the job description, highlights requirement gaps, aligns supported experience to ATS requirements, and applies grounding guardrails to the output.

Can I review changes before downloading?

Yes. Sprint Pass and Pro include a side-by-side review before exporting.

What formats can I export?

Sprint Pass and Pro include PDF and DOCX export during paid beta.

CV data is encrypted at rest with a key unique to the account. RoleFitCV does not train models on customer CVs, and customers can delete their data.

Can I cancel my subscription?

Yes. You can cancel in account settings and retain access until the end of the current billing period.

Facts from your CV only

Tailor your CV to the job
with guardrails against invented experience

Add your CV and a job description. RoleFitCV aligns your real skills and achievements to the role, shows what changed, and prepares an editable draft. Processing is usually about a minute once both texts are available, but complex files can take longer.

See beta status See an example

Paid beta setup in progress · No signups or payments yet

CV text excluded from application logs

Per-user encryption at rest

Truth-lock guardrails on every draft

Review every change before export

How it works

Three steps. One reviewable draft.

Paste your CV once

Upload or paste your existing CV. Saved text is encrypted at rest with a per-user-derived application key, so you can reuse it for later roles.

Drop in the job link

Add a URL from a supported major job board. For other sites, or if the page blocks access, paste the job description manually.

Download your tailored CV

Once your CV and job description are available, processing usually takes about a minute. Complex documents or busy periods can take longer; review the draft before export.

Features

A clearer CV, with you in control.

ATS keyword alignment

RoleFitCV identifies relevant terms in the job description and shows where your supported experience can use the same language naturally.

Requirement-gap review

Review relevant job requirements against supported experience in your source CV without relying on an invented hiring score.

Truth-lock guardrails

RoleFitCV is designed to keep unsupported experience, qualifications, companies, dates, and numbers out of the draft. AI can still make mistakes, so review every change before exporting.

Side-by-side diff view

Compare the original and tailored versions side by side, then edit the tailored document before exporting.

PDF & DOCX export

Download a cleanly formatted PDF ready to submit, or a Word document you can keep editing yourself.

Your data stays yours

Per-user-derived encryption at rest. Remove saved CVs or jobs from your account, or request account deletion. See the privacy policy for retention details. RoleFitCV does not train models on your data.

The difference

Same experience. Completely different signal.

This fictional sample shows how supplied evidence can be reframed for a Staff PM role without adding new facts.

Before

Senior Software Engineer

Built internal tooling used by the team
Worked with product and design on new features
Led technical interviews for candidate evaluation
Improved deployment pipeline reliability

After — tailored for Staff PM role

Senior Software Engineer

Shipped 4 internal developer tools that cut eng review time by 35%, influencing roadmap prioritisation across 3 squads
Partnered with PM & Design to define MVP scope, run user research, and ship a 0→1 feature now used by 1 200+ monthly actives
Drove hiring bar calibration: designed take-home projects and rubrics, closing 6 senior hires in 9 months
Reduced deployment incidents 60% by owning end-to-end pipeline reliability SLOs and post-mortems

Illustrative example. Every figure shown is assumed to appear in the sample source CV; it is not a customer result.

Pricing

Planned paid-beta pricing.

Preview the planned plans. New signups and payments are not open yet.

Sprint Pass

US$19one-time

Best for a focused 1–2 week job hunt burst.

30 tailored CVs
7-day window
PDF export
ATS keyword alignment

Opening soon

Monthly plan

Pro

US$29/ month

For the serious job seeker who applies continuously.

75 tailored CVs / month
Saved CV library + job board
PDF & DOCX exports
Side-by-side diff view
Editable tailored result