Use AI for cover letters without sounding like AI
A human editing workflow for AI-assisted cover letters: facts first, fit second, personality last.
Key takeaways
- AI should structure your letter, not invent your motivation.
- Feed it specific evidence from your work and the job description.
- Delete generic enthusiasm and keep concrete fit signals.
Start with facts, not vibes
The worst AI cover letters sound polished and empty because the prompt is empty. Give the model your relevant projects, the company’s problem, the role requirements, and two reasons you are interested.
If you would not say a sentence in an interview, remove it from the letter.
Keep the first paragraph specific
A strong opening names the role, the company context, and your matching proof. Avoid “I am thrilled to apply” unless the next sentence explains why in concrete terms.
Hiring managers respond to relevance faster than enthusiasm.
Edit for human rhythm
After AI drafts, shorten sentences, remove repeated adjectives, and add one real detail from your experience. The final letter should feel like a sharp note from a prepared candidate, not a brochure.
Next step