Humanizer
Rewrites and/or audits your draft for the specific sloppy giveaways that make B2B copy read as "AI wrote this": stacked AI-tell vocabulary, formulaic rhythms, performed sincerity, fluffed-up hedges, fake personalization.
Inputs
- Draft (required)
- Optional: persona/role to tune for
- Mode: full rewrite, or annotate-only edit
Removals/edits
- AI vocabulary blackout: leverage, harness, streamline, unlock, delve, foster, landscape, navigate, robust, holistic, empower, dynamic, passion, elevate, showcase, spearhead
- Sincere-performers cut: "I hope this finds you well," "I would love to," "Thank you for your time in advance," "Truly excited to share"
- Pattern-stack breaks: no triads ("grow, scale, win"), no false-binary ("It's not X. It's Y"), no reveal-bridge openings ("Here's the thing:")
- Em-dash density: cap, don't ban (~1 per 100 words)
- Fake-personalization check: if the "personalized" clause could be pasted to 500 other people, mark it for a model or a real customer name/number/link only
Approval
Mode A rewrite: show the edited draft; user approves before it's returned. Mode B annotate: spans + reason per span; user walks through. Never both applied silently.
1---2name: humanizer3description: Humanizer4---56# Humanizer78Rewrites and/or audits your draft for the specific sloppy giveaways that make B2B copy read as "AI wrote this": stacked AI-tell vocabulary, formulaic rhythms, performed sincerity, fluffed-up hedges, fake personalization.910## Inputs11- Draft (required)12- Optional: persona/role to tune for13- Mode: full rewrite, or annotate-only edit1415## Removals/edits161. **AI vocabulary blackout:** leverage, harness, streamline, unlock, delve, foster, landscape, navigate, robust, holistic, empower, dynamic, passion, elevate, showcase, spearhead172. **Sincere-performers cut:** "I hope this finds you well," "I would love to," "Thank you for your time in advance," "Truly excited to share"183. **Pattern-stack breaks:** no triads ("grow, scale, win"), no false-binary ("It's not X. It's Y"), no reveal-bridge openings ("Here's the thing:")194. **Em-dash density:** cap, don't ban (~1 per 100 words)205. **Fake-personalization check:** if the "personalized" clause could be pasted to 500 other people, mark it for a model or a real customer name/number/link only2122## Approval23Mode A **rewrite**: show the edited draft; user approves before it's returned. Mode B **annotate**: spans + reason per span; user walks through. Never both applied silently.
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