# The words AI overuses (and how to ban them from your writing forever)

> AI vocabulary is the second-fastest tell after the em-dash. Here is the full list of words AI overuses in 2026 (leverage, delve, unlock, navigate, harness, foster, elevate, embark, robust, seamless, comprehensive, holistic, plus the frame openers and bridges), a substitution table for each, a three-tier taboo system you can install in your drafting workflow, why banning the words is necessary but not sufficient, and why the list keeps changing as new models ship.

URL: https://voicemoat.com/blog/words-ai-overuses

## Key facts
- Published: 2026-05-12
- Category: AI and Voice
- Read time: 13 minutes
- Author: VoiceMoat team
- Publisher: VoiceMoat
- Topics: Words AI overuses; AI vocabulary to avoid; Banned words AI writing; AI cliches; Voice taboos for creators

## Key points
- Does banning these words actually make you sound human?
- Will the AI word list change as new models ship?

## Related articles
- How to spot AI-generated content in 2026: the em-dash and 8 other tells: https://voicemoat.com/blog/em-dash-ai-tell
- Why all AI-written tweets sound the same (and how to actually fix it): https://voicemoat.com/blog/why-ai-tweets-sound-the-same
- The 10 signals of voice: what actually makes writing recognizable: https://voicemoat.com/blog/voice-dna-9-dimensions-canonical
- What is audenAI? The brain inside VoiceMoat: https://voicemoat.com/blog/what-is-auden
- Voice drift: why most creators lose their edge after 10K followers: https://voicemoat.com/blog/voice-drift
- How to use AI for tweet writing without losing your voice: https://voicemoat.com/blog/ai-tweet-writing-without-losing-voice
- Authenticity as a moat: why voice matters more than ever in 2026: https://voicemoat.com/blog/authenticity-as-a-moat
- How to avoid the AI tells: a writer's checklist for 2026: https://voicemoat.com/blog/avoid-ai-tells-writers-checklist-2026

## FAQ
Q: What words does AI overuse in writing?
A: The stable core cluster includes leverage as a verb, delve, unlock, navigate, harness, foster, elevate, embark, robust, seamless, comprehensive, and holistic, plus frame openers like in today's fast-paced world and when it comes to, and bridge connectors like moreover, furthermore, and that being said. No single word is wrong in isolation. The cluster is the tell: three or four in a short post make it read as AI-drafted even when a human wrote every word.

Q: How do you ban AI-overused words from your writing?
A: Use a three-tier taboo system. Tier A is hard bans you refuse full stop, like leverage as a verb, delve, embark, and moreover. Tier B is contextual bans allowed only in narrow cases, like navigate for literal use but not metaphorical. Tier C is red-flag words like holistic and comprehensive that trigger a stop-and-substitute check. Enforce it with a pre-publish find-and-replace pass, a shared vocabulary doc, or tool-level taboos.

Q: Why does AI reach for these specific words?
A: Foundation models are trained on the average of the public web, which is heavy on business style guides, content marketing, and corporate communications. Those genres reach for words that signal professionalism without committing to specifics, so leverage, unlock, robust, and comprehensive sound serious while saying little. The model learned those words score well in its training reward signal, so it defaults to them, converging on a narrow band of safe, register-elevated, specific-resistant vocabulary.

Q: Does banning these words actually make you sound human?
A: Banning the cluster is necessary but not sufficient. Vocabulary is one signal of voice among roughly ten, so you can scrub every Tier-A word and still produce something voice-flat if the hooks are template, the rhythm is uniform, and the post carries no specific observation. The word-swap removes the loudest AI tell and clears the way for the harder voice work. Treat the taboo list as the floor, not the ceiling.

Source: https://voicemoat.com/blog/words-ai-overuses
Site overview: https://voicemoat.com/llms.txt. AI usage policy: https://voicemoat.com/ai.txt.