How to humanize AI-written resume bullets (without losing the substance)

Six rewrites of a real resume bullet, from GPT-generic to something a human would actually say.

Every recruiter can spot an AI-written bullet now. The tells are specific: long em-dashes, generic adjectives, hedging verbs, and those three-word rhythmic tricolons ("clear, concise, and impactful").

Here's a bullet a user ran through a generic chatbot, next to our humanized version. Same facts. Very different read.

Before (chatbot output)

“Spearheaded a cross-functional initiative to enhance the user onboarding experience — resulting in significantly improved engagement, retention, and overall product stickiness.”

After (humanized)

“Rebuilt new-user onboarding with design and growth; week-2 retention went from 18% to 31% in three months.”

What we changed

"Spearheaded" → "Rebuilt." Specific verb, same weight.
"Cross-functional initiative" → "with design and growth." Same info, half the words.
"Significantly improved engagement, retention, and stickiness" → one real number. Recruiters trust numbers.
Dropped the em-dash. Every humanized bullet should have at most one em-dash; most should have none.

The humanize button in our builder does this automatically, but the pattern is easy enough to apply by hand once you know the tells.