Write a cover letter for [ROLE] at [COMPANY].
Structure — four short paragraphs, under 300 words total:
1. Why this specific company and this specific role. Something concrete about them, not flattery.
If I have a referral or a connection, name it in the first line.
2. The single most relevant thing I have done, told as a brief, specific story with an outcome.
One example told well, not three listed.
3. What I would bring that is not obvious from the resume — the angle my military background gives
me on this particular problem.
4. A close that is confident and short.
Rules:
- Do not restate my resume
- Do not open with "I am writing to apply for"
- Do not say "I am passionate about"
- Address the translation gap head-on if the role is a stretch from my background — name it, do
not hope they miss it
- Write it in a voice that sounds like a person who has done hard things, not a brochure
JOB POSTING: [PASTE]
MY BACKGROUND: [PASTE RESUME OR REFER TO EARLIER IN THIS CONVERSATION]
CONNECTION TO THE COMPANY: [REFERRAL NAME / EVENT / NONE]7. Applications & Cover Letters
The aim on this page is efficiency: getting each application down to about fifteen minutes so you can afford to tailor every one that matters to you.
Tailored applications convert several times better than untailored ones, and the reason people send generic ones is almost always time. Build the reusable kit described at the bottom of this page and that constraint largely disappears — you spend your effort on the roles you genuinely want and you send better work to each of them.
Cover letters
Section titled “Cover letters”I am applying for [ROLE] at [COMPANY], and it is a genuine change of field from my
military background in [YOUR FIELD].
Write a cover letter that does the hard work a career-change letter has to do:
1. Name the pivot directly in the opening. Do not let them wonder.
2. Make the case that the change is deliberate and reasoned, not desperate.
3. Draw a specific, concrete line from something I actually did to something this job requires.
Not "leadership transfers" — an actual mapping.
4. Address the obvious objection — that they could hire someone with direct experience — and give
them a real reason to prefer me anyway.
5. Show evidence I have already started: coursework, a certification, a project, conversations with
people in the field.
Under 300 words. Direct, not defensive. Do not apologize for my background anywhere in it.
WHAT I HAVE ALREADY DONE TOWARD THIS FIELD: [LIST, OR "NOTHING YET"]
JOB POSTING: [PASTE]Application questions
Section titled “Application questions”This application asks the following question(s):
[PASTE THE QUESTION(S) AND ANY WORD LIMIT]
Write my answer, and then explain what they are actually testing with this question.
Rules:
- Respect the word limit exactly. If it says 200 words, give me 190.
- Use a specific example from my background, not a general claim
- Answer the question that was asked, not the one I wish they had asked
- No filler sentences restating the question back to them
Give me two versions: one that emphasizes [ANGLE A] and one that emphasizes [ANGLE B], so I can
choose.
MY BACKGROUND: [REFER TO EARLIER OR PASTE]An application is asking for my salary expectations and it is a required field.
Context:
- Role: [TITLE] at [COMPANY] in [LOCATION]
- My research says the range is: [RANGE, OR "I DON'T KNOW"]
- My minimum acceptable: [NUMBER]
- The field is: [A SINGLE NUMBER / A RANGE / A TEXT BOX]
Tell me:
1. What to put in each of those field types, specifically
2. Whether "negotiable" or "open" is ever the right answer, and when it backfires
3. How to position a range so the bottom of it is not treated as my number
4. Whether my state or the employer's state has a pay transparency law or salary history ban that
changes this — and what to do if I am not sure
5. What actually happens with this number internally
Then give me the exact text to enter.Where the field is free text, a range with a short justification does the most work for you: *'$110,000–$125,000, based on market data for this role and my active TS/SCI.'* It shows you have done your research, it anchors the conversation where you want it, and it gives the recruiter something they can take to a hiring manager.
Applications ask me to voluntarily self-identify as a protected veteran, and separately
whether I have a disability.
Explain plainly:
1. What each question is for and who sees the answer
2. Whether the hiring manager sees it
3. What "protected veteran" legally means and whether I qualify
4. Whether identifying as a veteran helps, hurts, or is neutral — honestly, including how it
differs between federal contractors and other employers
5. What the disability question is actually used for, whether I have to answer it, and what
happens either way
6. Whether disclosing a VA disability rating anywhere in the process is ever to my advantage
7. What I should do about accommodations, if I need any, and when to raise it
Be factual. I want to make an informed choice, not be reassured.For context: these answers feed aggregate compliance reporting and are generally not visible to the hiring manager reviewing your application. Federal contractors carry affirmative action obligations around veteran hiring, so identifying yourself is frequently a modest advantage with them and neutral elsewhere. Worth knowing as you decide.
Federal applications
Section titled “Federal applications”I am applying to federal jobs through USAJOBS. Walk me through this announcement
specifically.
1. Decode the announcement: open period, who may apply, grade and pay, promotion potential,
duty location, telework, and travel.
2. Explain the "Who May Apply" section and whether I am eligible, given that I am
[SEPARATING / RECENTLY SEPARATED / A VETERAN WITH X YEARS OF SERVICE / DISABLED VETERAN
RATED X%].
3. Identify which hiring authorities I can use: VRA, VEOA, 30 Percent or More Disabled, Schedule A,
Military Spouse Preference, or direct hire. Explain what each one does for me.
4. Break down the Specialized Experience requirement into a checklist, and tell me exactly what my
resume must say to satisfy each element.
5. Explain the occupational questionnaire — how self-rating works, why people get screened out on
it, and how to answer honestly without underselling.
6. List every document I need to upload: DD-214 (member copy 4), SF-15, VA letter, transcripts,
and anything specific to this announcement.
7. Give me a realistic timeline from application to offer.
8. Name the three most common reasons applicants are rated "not qualified" for a posting like this.
ANNOUNCEMENT:
[PASTE THE FULL USAJOBS ANNOUNCEMENT]The occupational questionnaire is where most people lose. Rate yourself accurately at the highest level you can genuinely defend in an interview — underselling here removes you from the certificate entirely.
Process and pace
Section titled “Process and pace”Here are [NUMBER] job postings I am considering. Help me decide where to spend my effort.
For each one, give me a row in a table:
| Role | Company | Fit % | Effort to apply | Priority | One-line reason |
Fit should account for: how well my background matches, whether they are likely to value a
veteran/clearance, seniority match, and location.
Then:
1. Rank them and tell me which 5 to fully tailor for, which to apply to with light edits, and which
to skip entirely
2. Tell me which ones are worth trying to find a referral for first, before applying cold
3. Flag any posting that shows warning signs (stale reposting, unrealistic requirement stacking,
vague responsibilities, a title that does not match the described work)
POSTINGS:
[PASTE THE TITLES, COMPANIES, AND KEY REQUIREMENTS — OR THE FULL POSTINGS]Help me build a reusable kit so each application takes 15 minutes instead of an hour.
Produce:
1. A master document structure: every reusable block I should have written and saved, with a name
for each (summary variants, bullet variants by theme, standard answers, the "why this company"
paragraph template)
2. Answers to the 12 questions that appear on almost every application, written from my background,
so I can paste and lightly edit
3. A pre-submission checklist — the 8 things to verify before hitting submit
4. A file naming convention and a folder structure
5. A tracking sheet: exact columns, and what I should record about each application so I can
diagnose problems later
6. A rule for deciding, in 60 seconds, whether a given posting is worth a tailored application or
a quick one
MY BACKGROUND: [PASTE RESUME OR REFER BACK]My job search is not working and I want an honest diagnosis, not encouragement.
My numbers over the last [TIME PERIOD]:
- Applications submitted: [NUMBER]
- Responses of any kind: [NUMBER]
- Phone screens: [NUMBER]
- First-round interviews: [NUMBER]
- Final rounds: [NUMBER]
- Offers: [NUMBER]
- Roles I am targeting: [TITLES]
- Rough salary target: [RANGE]
Based on where the funnel is breaking:
1. Tell me what the numbers indicate the problem most likely is — resume, targeting, market,
interview performance, or something else
2. Give me the three most likely specific causes, in order
3. Tell me exactly what to change first, and how I will know in two weeks whether it worked
4. Tell me if my targeting is unrealistic given my background and my salary expectation. Be direct.
5. Tell me what "normal" looks like for someone in my situation, so I know whether I am actually
behind
MY RESUME: [PASTE]Some useful calibration: a two to five percent response rate on cold applications is normal and healthy, so a stretch of silence is not a signal on its own. Where you are at zero responses after fifty applications, the diagnosis is almost always the resume or the targeting — both of which are entirely within your control and fixable in a weekend.
Next: Interview Preparation — the part where AI is genuinely better than a practice partner, because you can do it twenty times.