How to Rewrite AI Proposals So They Don’t Sound Robotic

AI drafts are a starting line

Unedited AI proposals sound the same because they optimize for “complete” not “credible.”

The 7-minute rewrite checklist

• Delete clichés (“leverage”, “synergy”, “passionate”)
• Replace the opening with a job-specific hook
• Insert one real project name or metric
• Cut adjectives; keep verbs and outcomes
• Shorten paragraphs to 1–3 lines
• Rewrite questions in your voice
• Read aloud — if it sounds fake, it is

Prompting tip

Feed AI your resume facts and the full job post. Vague prompts create vague letters.

Keep a human final pass

Even with ProposalAI’s structured output, spend a few minutes editing. That tiny effort separates winners from spam filters in clients’ heads.