Local action assistant

Whether this CV is ready to apply to a specific JD — and what to fix next

Vietnam (ICT, VND) · Vietnamese job seekers targeting FDI, remote, and local roles

Free: build + fair-use JD optimize (not per-use). Guest: 11 basic templates + branded export. Login: all 16 templates + brand-free export. Pro 49,000₫/mo (not live yet): top AI model + interview brief. No Plus / one-shot pass / 4th-customize paywall. AI must not invent employers, metrics, or certificates. ATS score = 0.5 keyword + 0.3 semantic + 0.2 format.

Last verified: 2026-07-29

Transparency

Data sources & processing

Chốt CV is a personal CV tool — not a job board and not a B2B knowledge-base product. This page explains what data we use, how it flows, and what you control.

Processing pipeline

End-to-end path from draft to export. Nothing is written into your resume until you Accept.

Upload or interview
PDF/DOCX parse or empty-start interview; partial failures fall back to paste/dictation.
JD input
Paste job text (primary) or job URL (best-effort). Failures do not block editing.
Diagnose
Match score, missing keywords, format hints — suggestions only.
Diffs + Accept
≤3 proposed edits per round. Accept / Edit / Reject. No silent writes.
Template
Pick layout after content is solid (ATS, bilingual, photo families).
Export
PDF (text-selectable) + PNG; optional ATS-clean variant.

Drafts default to this device. Cloud sync only after sign-in. AI calls go through the product gateway — not a free-for-all public dump of your file.

Data categories

You provide

CV file or interview answers, photo (optional), JD text/URL, Accept/Reject decisions, template choice.

We derive

Structured resume fields, diagnosis scores, proposed diffs, export artifacts you trigger.

Product references

Bilingual term notes (KbTerm-style) and template rules to improve wording suggestions — not a sellable CV marketplace.

Analytics

Privacy-friendly product analytics (Umami) when configured — page/tool usage, not selling CVs.

Processors (high level)

Document parse — extract text/structure from upload; degrade gracefully.
AI via gateway — diagnose and propose rewrites; never invent employers, metrics, or certificates as facts.
Template render + Chromium export pool — PDF/PNG from the same preview tree.
Optional URL fetch — allowlisted job/company pages only; always degradable to paste.

Your controls

Declared sources

Chốt CV knowledge base (KbTerm bilingual glossary)

Publisher: ChotCV editorial + labeled JD corpus

Update cadence: Weekly term review; expand with production JD samples

View source

User-provided CV & JD text

Publisher: User (privacy-first; raw file not stored by default)

Update cadence: Per session

View source

medium risk guidance

AI does not replace formal career advice. Verify metrics and certificates before you apply. We do not sell your CV or run a job board.