How to choose an AI resume tool
Choose an AI resume tool that scores against a real job description, rewrites only what you can defend, keeps ATS-safe structure, and exports clean PDF or LaTeX. Disclosure: we make Krafiter - use this checklist on any product, including ours.
Checklist: JD-based scoring
Prefer a free path to paste a posting and see gaps - like our ATS checker and JD match checker. A score without a JD is a weak proxy for whether you will pass that employer's screen.
Checklist: Honest optimization loop
Look for score → rewrite → re-score, not one-shot magic. Compare approaches in ATS checker vs AI resume optimizer. Role pages such as data scientist and DevOps engineer show the evidence density good tools should preserve.
Checklist: Structure and export
Reject tools that push unreadable multi-column art as the default. Favor parseable layouts and PDF/LaTeX export - see LaTeX resume builder for technical export needs. Skip promises of trendy template fashion names.
Checklist: Privacy, pricing, and fit
Read what happens to your resume data, what is free vs paid, and whether JD tailoring and optimization are first-class - not afterthoughts. Then run one real posting through the tool before you commit.
Frequently asked questions
What should an AI resume tool score against?
A real job description - not a generic industry average alone. Useful tools show keyword and parseability gaps you can act on, then let you re-score after edits.
How do I know AI rewrites are honest?
You should be able to defend every changed bullet in an interview. Prefer tools that keep your facts and ask you to confirm skills - not ones that invent employers or metrics.
Do I need PDF and LaTeX export?
PDF is table stakes for applications. LaTeX export helps when you want versionable, parse-friendly technical resumes. Avoid tools that only offer graphics-heavy layouts that break ATS.
Are you affiliated with Krafiter?
Yes - we make Krafiter. This checklist is still meant to help you evaluate any AI resume tool: JD-based scoring, honest rewrites, parseable export, and clear pricing.