A letter for one specific job, not a universal template
Paste the job description and pull in your resume — AI writes the cover letter: why you, backed by facts from your own experience, with no corporate filler. English or Russian.
Hello! I was interested in your vacancy. I believe my experience and skills are a perfect fit for your company. I would be glad to discuss the details in an interview.
Says nothing about the candidate — recruiters read this a dozen times a day.
Hi! You're hiring a backend engineer on FastAPI with high-load experience. For the last two years I ran a payments service on FastAPI and PostgreSQL: 1,200 rps sustained, p95 down from 400 to 90 ms. The posting also mentions Celery — that's what our whole async layer ran on, payment retries included.
Example. Facts come from your resume, requirements from the job description.
How the letter gets written
Three steps, about a minute.
Paste the job description
Copy the posting in full — requirements, responsibilities, stack. That's where the hook for the opening line comes from.
Pull in your experience
Pick a resume from your account or upload a file — the text is extracted for you. You can also type the experience in by hand.
Get the letter
Copy it with one click, regenerate it, or edit it yourself — it's a draft, not a verdict.
What a strong letter is made of
Four blocks a recruiter actually reads. Everything else is filler — cut it.
- 01
A hook from the posting
The first line proves the letter was written for this job: a specific requirement, product or task from the description.
- 02
Proof from experience
One or two facts that close the key requirement. With numbers where you have them: load, deadlines, money, team size.
- 03
«Your problem — my experience»
Why this team specifically, instead of compliments about a «dynamically growing company». One sentence, to the point.
- 04
A clear next step
Say you're up for a call — briefly. No «looking forward to your positive decision» and no three-line signature.
Template versus a letter for the job
The difference shows in the first line — after that the recruiter is just deciding whether to open your resume.
| — | Generic template | Written for the job |
|---|---|---|
| Opening line | «I was interested in your vacancy» — fits any of a thousand postings. | A specific requirement from the posting that you answer with experience. |
| The argument | «My experience and skills are a perfect fit for your company». | One or two facts from the resume: what you did, with what result, on what stack. |
| Length | Half a page of polite phrasing that rarely gets finished. | Three or four sentences that are read to the end. |
| Time per application | Twenty minutes rewriting the same letter for every posting. | A minute for the draft and a couple more to make it yours. |
Opening line
Generic template:«I was interested in your vacancy» — fits any of a thousand postings.
Written for the job:A specific requirement from the posting that you answer with experience.
The argument
Generic template:«My experience and skills are a perfect fit for your company».
Written for the job:One or two facts from the resume: what you did, with what result, on what stack.
Length
Generic template:Half a page of polite phrasing that rarely gets finished.
Written for the job:Three or four sentences that are read to the end.
Time per application
Generic template:Twenty minutes rewriting the same letter for every posting.
Written for the job:A minute for the draft and a couple more to make it yours.
What the generator does
The letter is built from two sources: the job description and your real experience.
Written for one job
Key requirements are pulled out of the description and the letter answers them — instead of retelling your biography.
Facts from your resume
Experience comes from the resume in your account or an uploaded file — the letter doesn't invent projects you never had.
Plain language, no filler
No «hereby» and no «communicative, stress-resistant team player». Short sentences, on point.
English and Russian
The English version follows the same rules — useful for international roles and relocation.
Resume as a file
Upload a PDF or DOCX and the text is extracted automatically — no retyping your experience.
Letters inside auto-apply
Auto-apply campaigns write a letter per job on their own — the generator is for the applications you send by hand.
Where the letter fits
A cover letter is part of an application, not a genre of its own.
Resume
The letter leans on facts from your resume, so that has to exist and hold up first.
Resume analysisCover letter
Manual applications, where hitting this specific job matters. You are here.
Applications at volume
When there are many postings, letters are written inside the campaign by the same rules.
About auto-applyCover letter FAQ
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