Question 1

Is the Frontend Resume Scorer really free?

Accepted Answer

Yes. Scoring your resume costs nothing — sign in with Google, upload your PDF or DOCX, and get your full 100-point score, category breakdown, and improvement tips at no charge.

Question 2

What file formats does it accept?

Accepted Answer

PDF and DOCX. PDF gives the most reliable text extraction, especially for resumes with multi-column layouts or custom fonts.

Question 3

Do you store my resume?

Accepted Answer

Yes — your resume is stored securely to your profile so you can revisit your score later, and so we can prefill your profile fields (skills, experience, company) from it. You can view, replace, or delete it anytime from your profile settings.

Question 4

How is this different from a generic ATS resume checker?

Accepted Answer

Generic ATS checkers mostly test keyword matching and formatting. This scorer is tuned specifically for frontend engineering hiring signals — Production Impact, Modern Stack Fluency, AI Contribution, Open Source activity, and more — and every point is backed by a line quoted directly from your resume, not a generic guess.

Question 5

What is the score based on?

Accepted Answer

A 100-point rubric across eight frontend-specific categories: Summary Value, Production Impact, Project Craft, Modern Stack Fluency, AI Contribution, Open Source & Community, Communication, and ATS Readiness. The model only judges levels against explicit anchors — your final number is always computed by code, never invented by the AI.

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