Match the CV to the job — without breaking the format.
OutRung is a CV tailoring tool that reweights your evidence library for one specific job description, so the final CV answers the brief more directly and still stays ATS-friendly and machine-readable.
Job brief signals
Customer-facing product engineering, not pure platform ownership · ship AI-enabled workflows · direct cross-functional writing.
Your one human note
“Lead with product judgement, not research detail.”
Formatting checks
Moved up: product judgement, workflow automation, user-facing delivery, technical writing — the evidence with the clearest overlap to this brief.
Moved down: background research detail and tangential systems work that does not strengthen the case for this role.
Rewritten in place: “Built internal workflow tools used across product and operations, improving delivery reliability and reducing manual coordination around customer-facing work.”
The idea
A good CV tailoring tool starts from the job description.
Tailoring is not inventing a new persona. It is reading the brief well enough to know which parts of your real background should carry the argument, and which wording makes the fit easier to see.
How tailoring runs
Pull out the skills, domain cues and seniority signals the role actually rewards.
Foreground the projects and outcomes that best answer this exact brief.
Mirror role-relevant phrasing while keeping every claim easy to verify.
Change the content for the role without breaking the machine-readable structure.
Improve the fit, not the format
Tailoring should make the fit easier to spot for people and systems — without turning the CV into a machine-optimised parody. The tailored draft stays in a clean, ATS-friendly PDF flow, not a fragile Word layout.
Common questions
What is a CV tailoring tool?
It reshapes your CV for a specific job description by reweighting the most relevant experience, language, skills and evidence for that role.
How is tailoring different from building?
Building generates a strong role-specific draft from your evidence library. Tailoring matches that draft more precisely to one brief — what gets emphasised, cut, and how the language shifts.
Will tailoring break my formatting?
That's exactly what OutRung avoids. The tailored CV stays structured, ATS-friendly and machine-readable instead of forcing you back into a fragile template.
Match the CV to the job, then keep the formatting clean.
The real gain is a CV that answers the role more clearly while still sounding believable and staying machine-readable.