Cover Letter Generator for Each Job
Most cover letters just reword your resume, and you can't write one that says why this role, why this company, and why you, without sounding generic.
How we solve it
Offer Underway writes from the same role analysis as your resume: it opens with the employer's problem, picks your strongest proof, bridges it to what the role needs, and is honest about gaps where it counts. It is never a reworded resume. Every line maps to a real job-post signal and proof from your experience. You bring the experience; we write the letter.
Every line earns its place
Every claim maps to a real signal from the job post and proof from your experience, the same logic you can click through in the live preview.
- Opens with the employer's problem and why this role exists, not a generic intro.
- Picks one strong, defensible proof point instead of listing every tool.
- Bridges your evidence to what the role needs, then handles gaps honestly.
When cover letters matter most
Some employers treat cover letters as optional. Others use them heavily, especially when the role needs communication, motivation, selection criteria, or public-sector style evidence.
- Government, university, health, and NGO roles.
- Career changes that need extra framing.
- When work rights or local context need care.
Product proof
Click highlighted sentences
Offer Lai
Melbourne, VIC | admin@offerunderway.com
7 May 2026
Hiring Manager
Northstar Digital
Application for Senior AI Engineer position
Dear Hiring Manager,
I am applying for the Senior AI Engineer role at Northstar Digital because it needs someone who can My recent work has focused on production-ready AI services with evaluation, safe tool use, and engineering discipline behind the prompt layer.
At Lumen Labs, I built coordinating specialist agents across planning, QA, and feedback loops. I paired it with LangSmith evaluation, FastAPI services, and a TypeScript SDK so teams could monitor quality and integrate safely.
What draws me to Northstar Digital is the practical focus: useful AI systems, not just demos. That fits how I like to work,
and bring adjacent evidence from Azure/GCP delivery, CI/CD, observability, and responsible AI guardrails. I would welcome the opportunity to discuss how I could support Northstar Digital's next stage of AI delivery.
Kind regards,
Offer Lai
Comparison
| Weak letter | Offer Underway | |
|---|---|---|
| Opening | Restates the resume | Leads with the employer's problem |
| Evidence | Generic enthusiasm | One strong, proven point |
| Length | Long and vague | Short, concrete, role-tied |
FAQ
Do employers read cover letters?
It depends on the employer and role. If a cover letter is requested, or the role values communication and motivation, a tailored letter is worth preparing.
Should a cover letter be different for every role?
Yes. The employer, requirements, and evidence priorities change, so the letter should change with the job post.
Can Offer Underway generate a cover letter from the resume?
It uses more than the resume: job-post analysis, saved profile evidence, gap analysis, and application notes all inform the letter.
Sources
Reviewed against the current Offer Underway product and the public sources listed on this page. Product capabilities and third-party facts are checked separately.
Write it from the same evidence
One pack: resume and cover letter, same story.
Generate my application pack