Tailor a CV and cover letter to a job ad with AI
You are applying via JobStreet, LinkedIn or MyFutureJobs and need an English CV plus a short cover email that matches the job description — without inventing experience you do not have.
Short answer: For “Tailor a CV and cover letter to a job ad with AI”, Chuzoly recommends ChatGPT (Draft from the job ad), Claude (Rewrite experience bullets) and Grammarly (Final English grammar and tone).
A tailored CV draft and cover email you can edit and send
Malaysia / Singapore job apps: English CV + short cover email
Many white-collar openings on JobStreet, LinkedIn and Malaysia’s MyFutureJobs portal ask for an English CV and a short cover note. Chuzoly does not invent job-market statistics; the table below only compares free limits of the three picks (from each product’s public pricing / plan pages, last checked on Chuzoly 2026-10-28). Use AI to match wording to the ad — never to invent experience.
A safe workflow for one application
- Export or copy the job ad text (requirements + responsibilities)
- List only true facts: job titles, dates, tools, measurable results
- Draft with ChatGPT → rewrite with Claude → grammar pass with Grammarly
- Submit on the board yourself; do not let a bot auto-apply with unchecked text
| Tool | Free plan (checked 2026-10-28) | Best for in this scenario |
|---|---|---|
 ChatGPT | Free plan: unlimited GPT-6 text chats; uploads, image, voice and deep research are limited | First draft of CV bullets and cover email from the job ad + your notes |
 Claude | Free plan ($0) | Careful rewrite of experience bullets without changing facts |
 Grammarly | Free plan: 100 AI prompts per month; basic grammar checks are free | Final English grammar and tone before you paste into JobStreet / LinkedIn |
None of these tools pays Chuzoly for this ranking. AI can invent plausible but false details — delete anything you cannot prove. For everyday English emails that are not job applications, see the polish-English-writing scenario. For a personal website portfolio, see the landing-page / portfolio scenario.
Sources: ChatGPT pricing · Anthropic / Claude pricing · Grammarly plans · JobStreet Malaysia · MyFutureJobs (Malaysia) · LinkedIn
3 top picks
Paste the job description and your real experience; ChatGPT turns them into tailored CV bullets and a short cover email you can edit.
Free: Free plan: unlimited GPT-6 text chats; limited uploads, image creation, voice and deep research
Strong at long, careful rewriting: tighten weak bullets, keep facts intact, and match the tone of the posting.
Free: Free plan ($0)
Checks grammar, spelling and tone in the browser before you paste into JobStreet or LinkedIn — useful when English is not your first language.
Free: Free plan: 100 AI prompts per month
How to combine them
- 1
Copy the job description from JobStreet, LinkedIn or MyFutureJobs and list only experience you actually have (roles, dates, tools, results).
- 2
Ask ChatGPT to draft CV bullets and a short cover email that mirror the posting’s keywords — tell it not to invent skills or dates.
- 3
Paste the draft into Claude and ask it to tighten weak bullets, keep every fact unchanged, and cut empty buzzwords.
- 4
Run the final English through Grammarly (browser extension or web), accept only suggestions that match what you mean, then paste into the application form.
- 5
Read the whole CV and email once more yourself before submitting. Never send AI text you have not checked.
How far the free plans go
All three have free plans (checked on Chuzoly’s tool pages, 2026-10-28): ChatGPT’s free plan includes unlimited GPT-6 text chats (uploads and some features are limited); Claude has a free plan ($0); Grammarly’s free plan includes 100 AI prompts per month, with basic grammar checks free. Enough for a handful of applications; heavy weekly use may hit free limits.
Prices and limits change often. Data checked on 2026-10-28; the official sites are the final word.
Not for
- Fabricating experience, degrees or employment dates (hiring managers and background checks catch this)
- Roles that forbid AI-assisted application materials — follow the employer’s rules
- Certified translations or legal affidavits
Also consider
FAQ
Which AI tools are best for “Tailor a CV and cover letter to a job ad with AI”?
Chuzoly's top 3 picks: ChatGPT (Draft from the job ad): Paste the job description and your real experience; ChatGPT turns them into tailored CV bullets and a short cover email you can edit. Claude (Rewrite experience bullets): Strong at long, careful rewriting: tighten weak bullets, keep facts intact, and match the tone of the posting. Grammarly (Final English grammar and tone): Checks grammar, spelling and tone in the browser before you paste into JobStreet or LinkedIn — useful when English is not your first language.
Can I do it for free?
All three have free plans (checked on Chuzoly’s tool pages, 2026-10-28): ChatGPT’s free plan includes unlimited GPT-6 text chats (uploads and some features are limited); Claude has a free plan ($0); Grammarly’s free plan includes 100 AI prompts per month, with basic grammar checks free. Enough for a handful of applications; heavy weekly use may hit free limits.
How do I combine these tools?
1. Copy the job description from JobStreet, LinkedIn or MyFutureJobs and list only experience you actually have (roles, dates, tools, results). 2. Ask ChatGPT to draft CV bullets and a short cover email that mirror the posting’s keywords — tell it not to invent skills or dates. 3. Paste the draft into Claude and ask it to tighten weak bullets, keep every fact unchanged, and cut empty buzzwords. 4. Run the final English through Grammarly (browser extension or web), accept only suggestions that match what you mean, then paste into the application form. 5. Read the whole CV and email once more yourself before submitting. Never send AI text you have not checked.
Who is this not for?
Fabricating experience, degrees or employment dates (hiring managers and background checks catch this); Roles that forbid AI-assisted application materials — follow the employer’s rules; Certified translations or legal affidavits
Can AI write my entire CV for free?
You can draft on free plans: ChatGPT’s free plan includes unlimited GPT-6 text chats (some features limited), Claude has a free plan, and Grammarly’s free plan includes basic grammar checks plus 100 AI prompts per month (checked 2026-10-28 on Chuzoly). You still must supply real experience and edit every line before sending.
Will JobStreet or LinkedIn reject an AI-written CV?
Boards accept the file or text you upload; they do not publish a public “AI ban” for applicant CVs that Chuzoly can cite. Employers still reject fake skills and generic buzzword CVs. Tailor to the ad, keep facts true, and proofread.
Should my CV be in English or Bahasa Melayu?
Follow the language of the job ad. Many Malaysia and Singapore professional roles post in English on JobStreet and LinkedIn; some public-sector or local roles ask for Bahasa Melayu. If the ad is English, keep the CV English and use Grammarly on the final pass.
Is it OK to invent metrics or job titles with AI?
No. Tell the model only facts you can prove. Invented dates, titles or numbers are dishonest and fail background checks. Ask the model to improve clarity of real bullets, not to fabricate results.
How is this different from polishing everyday English emails?
This scenario is for matching a CV and cover letter to one job ad. For grammar and tone on everyday emails or reports (not a full application pack), use the polish-English-writing scenario (Grammarly + QuillBot + DeepSeek).
Related scenarios
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