The cover letter that doesn't sound like AI wrote it

Hiring managers now read a lot of cover letters that open with "I am writing to express my enthusiasm." The ones that land sound like a specific human wrote them for this specific role.

The tells that scream "template"

• A first line that could be pasted into any application.
• Adjectives with no evidence — "passionate," "detail-oriented" — and no example behind them.
• Restating your résumé instead of adding the story behind one achievement.
• No mention of the company that couldn't be swapped for any competitor.

A structure that sounds human

• Open with a real reason. Something specific about the role, team, or product that actually draws you in.
• Tell one story. Pick a single achievement and explain the situation, what you did, and the result — the part a résumé bullet can't hold.
• Connect it to them. One line on how that experience maps to what this role needs.
• Close simply. A short, warm sign-off — no groveling, no clichés.

Use AI honestly

AI is great for a first draft and for tightening clumsy sentences — not for inventing enthusiasm or experience. GhostProofJob's cover-letter tool builds from your real background and the actual posting, and it never fabricates a story you didn't live.

Guidance from the GhostProofJob résumé team, reflecting how our cover-letter tool works.