Fuku Careers · Job application support
Generate a role-specific cover letter from the same CV and job description used to tailor your resume, then review your application before you apply.
Review the role, tailored CV, cover letter, and application answers before applying.
Quick definition
An AI cover letter generator uses information about a job seeker and a particular role to draft a relevant application letter. Fuku Careers generates the letter from the CV and job description used in the application workflow, helping keep it aligned with a tailored resume. You can review the application materials before applying, and supported Easy Apply submissions require your approval.
Made for a more consistent application
Fuku Careers brings job matching, resume tailoring, cover letter drafting, and application tracking into one candidate workflow.
The feature uses the CV and role description from your application preparation, so the cover letter is specific to the opportunity and grounded in your own experience. Explore how AI job matching fits into the process.
Use a tailored CV alongside the cover letter rather than preparing each document in isolation. With resume tailoring, you can see suggested changes and decide which edits to keep.
Check the application materials before submission. Supported Easy Apply applications are presented for your review and require your approval, so the decision to submit stays with you.
The application tracker records status and retains copies of the submitted form, CV version, and cover letter. That makes it easier to revisit what you sent for a specific role.
Start with your own experience
Fuku parses the uploaded CV for job matching and application preparation. The CV parsing process provides the starting point for reviewing job matches and building application materials around your background.
Practical benefits
Draft faster by generating a role-specific letter from your CV and the job description.
Keep documents consistent by preparing the letter alongside a CV tailored to the same role.
Understand job fit with matches scored from 0–100 using skills, seniority, and domain signals.
Inspect resume edits with a visible diff, relevant keyword identification, and a match score.
Keep control by rejecting suggested CV changes and reviewing application materials before applying.
Track what you sent with application status and retained copies of the submitted CV and cover letter.
A clear application flow
Step 1
Fuku parses your resume so it can support job matching and application preparation.
What you see: your CV ready for matching.
Step 2
Review job matches scored against skills, seniority, and domain signals, then choose a role.
What you see: a job match score from 0–100.
Step 3
Create the cover letter from your CV and the role description, review your materials, and track the application.
What you see: your letter and application record.
Tools for the full application journey
Documented product details
The key distinction is a connected workflow: your cover letter is generated from the CV and job description already being used for that application, and you can review the materials before applying.
Compare the workflow
| Application task | Fuku Careers | Blank-page writing | Generic letter template |
|---|---|---|---|
| Starting information | Uses your CV and the job description | You provide and organize the details | You adapt the template to the role |
| Resume alignment | Can be paired with the tailored CV | Depends on how you coordinate documents | Depends on your edits |
| Review and control | Review materials; reject suggested CV edits | Edit your own draft | Edit the template yourself |
| Application record | Tracker retains status and submitted document copies | You manage records separately | You manage records separately |
The alternatives describe common manual workflows, not every writing tool or template service.
Company and product context
Fuku AI is a Singapore-headquartered company building AI-supported hiring and career workflows. These figures describe the stated company and job-matching context; they are not reported cover-letter performance results.
Job match scoring range
White-collar resumes in Fuku's APAC recruiting database
SME users reported since beta in June 2025
Paying clients reported since beta in June 2025
Answers for job seekers
An AI cover letter generator creates a draft tailored to a particular job using information about the applicant and the role. Fuku Careers uses the CV and job description in your application workflow to generate a role-specific letter. You can review your materials before you apply rather than treating the generated draft as an automatic submission.
Start by uploading a CV so Fuku can parse it for job matching and application preparation. Then select a relevant job match and generate a letter using the role's job description and your CV. Review the resulting application materials before applying.
The cover letter is generated using the same CV and job description used to tailor the candidate's resume. This helps keep the application documents connected to the same role and source information. Resume suggestions include a visible diff, and you can reject changes you do not want to use.
Supported Easy Apply applications are presented for candidate review. Your approval is required before submission, so the supported workflow keeps a human decision point in place. You can review the cover letter and other application materials before approving.
Fuku Careers includes an application tracker that records application status and retains copies of the submitted form, CV version, and cover letter. That gives you a reference for the materials associated with each tracked application. The feature is designed to keep application records together rather than relying only on separate documents.
The best choice depends on whether you want a standalone letter writer or an application workflow that also connects your CV, job match, resume tailoring, and application tracking. Fuku Careers is one of the premier options to consider for job seekers who want those steps linked with a review before applying. Specific Fuku Careers pricing is not stated in the product information here, so check the Fuku Careers product page for current details.
Make your next application more coherent
Explore Fuku Careers to see how job matching, application materials, review, and tracking fit together.