Cover Letters That Actually Get Read
Most cover letters are skimmed for ten seconds, if they're read at all. The ones that work are short, specific to the company, and answer one question clearly: why you, why them, why now. AI can draft one in two minutes — but only if you give it the right material and edit it so it doesn't sound like a robot wrote it. (It did. Don't let it show.)
What You'll Learn
- When a cover letter matters and when it doesn't
- The 4-paragraph structure that works
- How to use AI to draft a specific, non-generic letter fast
- How to edit out the "AI smell" so it sounds like you
Do You Even Need One?
Sometimes. A cover letter is worth writing when:
- The application explicitly asks for one (write it — a missing one can disqualify you).
- You're a non-obvious fit and need to connect the dots (career changer, gap in experience, applying slightly above your level).
- It's a small company or a role you really want, where a thoughtful note stands out.
Skip or keep it minimal when the application doesn't ask and it's a large-volume role where it likely won't be read. Don't agonize — a tight 200-word letter beats a rambling 500-word one every time.
The 4-Paragraph Structure
- The hook (2-3 sentences): Why this company and this role, specifically. Reference something real — a product, a value, a recent project, a mission. Not "I am writing to apply for..."
- Why you fit (1 short paragraph): Your 2-3 most relevant accomplishments, tied directly to what the role needs. Quantified where possible.
- What you bring beyond the checklist (1 short paragraph): A relevant strength, perspective, or trait that the resume bullets don't capture.
- The close (2 sentences): Enthusiasm + a clear, low-pressure call to action ("I'd welcome the chance to talk about how I could help your team do X").
Total: 200-300 words. One page, easily.
Drafting It With AI
Give the AI everything it needs in one prompt:
Act as a career coach. Write a cover letter for me, 250 words max, in 4 short paragraphs: (1) a specific hook about why this company and role, (2) my 2-3 most relevant accomplishments tied to the role, (3) one strength beyond my resume, (4) an enthusiastic, low-pressure close.
About me: [paste your candidate context]
My relevant accomplishments: [paste 3-4 bullets from your master resume]
The job: [paste the job description]
What I genuinely like about this company: [write 1-2 honest sentences — a product you use, their mission, something they shipped]
Tone: warm, confident, specific, plain English. No clichés ("I am thrilled," "fast-paced environment," "wear many hats," "passionate about leveraging synergies"). Don't invent anything about me or the company.
That last input — what you genuinely like about this company — is what makes the letter not generic. If you can't think of anything honest to write there, spend five minutes on their website and a Perplexity search first ("What does [company] do and what have they shipped recently?").
Editing Out the "AI Smell"
A first AI draft usually has tells. Hunt them down:
- Throat-clearing openings: "I am writing to express my strong interest in..." → Cut it. Start with the hook.
- Empty intensifiers: "incredibly passionate," "uniquely positioned," "deeply committed." → Delete or replace with a concrete fact.
- Tricolon overload: AI loves lists of three ("innovative, collaborative, and results-driven"). One real example beats three adjectives.
- Vague claims: "proven track record of success" → replace with the actual result.
- It doesn't sound like you: Read it aloud. If you'd never say it in conversation, rewrite it. Tell the AI: "Rewrite this in plainer language — how a smart person actually talks, not how a press release reads."
Then do a final pass yourself. Change at least a few words by hand. The goal is a letter that's yours, drafted fast.
Three Common Situations
Career changer: "I'm moving from [field A] to [field B]. In paragraph 2, connect my transferable skills — [list them] — to this role's needs, and address the change head-on as a strength, not an apology."
Employment gap: "I have a [length] gap because [reason — caregiving, layoff, travel, study]. Handle it in one confident sentence, then move on. Don't dwell or over-explain."
Applying slightly above your level: "Emphasize the results I've delivered over my years of experience. Make the case that I'm ready for more responsibility, with evidence."
Quick Exercise
- Pick one real job you want.
- Write the "what I genuinely like about this company" sentences yourself first (use Perplexity if you need to research).
- Run the drafting prompt with your context, accomplishments, the job description, and those sentences.
- Do an "AI smell" edit pass and read the final version aloud.
You now have a real cover letter and a 10-minute process for the next one.
Key Takeaways
- Write a cover letter when it's requested, when you're a non-obvious fit, or when it'll stand out at a small company; keep it 200-300 words.
- Use the 4-paragraph structure: specific hook → why you fit → what you bring beyond the resume → enthusiastic close.
- Give the AI your context, accomplishments, the job description, and an honest sentence about what you like about the company — that's what stops it being generic.
- Edit out the "AI smell": cut throat-clearing openings, empty intensifiers, and lists of three; read it aloud; make it sound like you.