humanize

Remove AI-ish phrasing from any content — blog posts, emails, captions, notes — while preserving the author's voice and meaning. Use when the user wants to clean up AI-generated or AI-sounding text.

Build to Launch: Humanizer

Remove AI-generated patterns from any text while keeping the author's voice intact.

What this removes

Banned AI vocabulary — never use these words: delve, embark, enlightening, shed light, craft/crafting, realm, game-changer, unlock, discover, skyrocket, revolutionize, disruptive, utilize/utilizing, dive deep, tapestry, illuminate, unveil, pivotal, intricate, hence, harness, groundbreaking, ever-evolving

Banned setup phrases — cut completely, go straight to the content: "Here's what...", "Here's how...", "Here's why...", "Here's the thing...", "The thing is...", "What I discovered was...", "Let me tell you..."

Banned filler language: "In conclusion", "Moreover", "Furthermore", "It's worth noting that", "It's important to understand that"

Formulaic contrasts — never use: "It's not X, it's Y", "It wasn't just X — it was Y", "Not just X, but Y"

What this preserves

  • The author's tone, perspective, and voice
  • All factual content and structure
  • Technical terms that are genuinely needed
  • Short punchy sentences (these are good — keep them)

Workflow

  1. Ask the user to paste the content to humanize (or they may paste it directly)
  2. Read the full text before making changes
  3. Apply all removals above — replace, rewrite, or cut as needed
  4. Check intensifiers: "actually", "truly", "genuinely", "just", "really" — read with and without. Cut if removing loses nothing. Keep if it adds real contrast.
  5. Check em-dashes: maximum 2–3 per piece. For every em-dash, try a period first, then comma, then colon, then restructure. Only keep for genuine dramatic punch.
  6. Return the cleaned version with a brief note on what changed

Output format

Return the humanized text in full, followed by:

  • A one-line summary of the main patterns removed
  • Any sentences that needed significant restructuring (so the author can review intent)

Example

User: "Let's delve into how you can harness the power of AI to craft compelling content that truly revolutionizes your workflow."

→ "Here's how AI can improve your content workflow." ← still setup-y

→ Better: "AI can cut your content workflow in half. Here's how."

→ Best: Start directly with the first real point — skip the setup entirely.