I sent 40 applications with an AI-drafted cover letter last spring. Two replies. Then I rewrote nine of them by hand and got four. The AI wasn't the problem — the unedited AI was.
Why generated cover letters fail
Recruiters read hundreds of these. A generated letter hits the same three beats in the same order every time: enthusiasm for the role, a list of adjectives about yourself, a closing that thanks them for their time. It's grammatically perfect and completely interchangeable — and increasingly it gets screened by tooling that flags exactly that pattern.
The four things I changed
- Kill the opener. "I am writing to express my strong interest in" tells them nothing. Open with the specific thing about the company you actually noticed.
- One number, one story. Replace "results-driven professional with a proven track record" with a sentence: what you did, what changed, by how much.
- Break the rhythm. Generated prose runs at a steady 18 to 22 words per sentence. Human writing lurches — a long sentence, then four words. Vary it on purpose.
- Delete the closing paragraph. Most of them say nothing. End on what you'd be useful for in the first 90 days.
Score it before you send it
I paste every letter into a free AI-risk scorer first: https://humanizeai-lab.pages.dev/tools/ai-risk-scorer.html — anything over 40% goes back for another pass. The prompt pack I use for letters, follow-ups, and interview notes is here: https://felovery.gumroad.com (code FIRST50 = half off, no expiry).
Use AI for the first draft and the structure. Do the voice yourself — that's the part being hired.
How many applications did it take you to land your last role?
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