Journal · May 26, 2026

I built an AI-slop linter

So AI stops sounding like AI.

Every AI-narrated video on your feed sounds the same. Same words, same rhythm, the same fake contrasts. Viewers feel it even when they can't name it.

So I built a linter that runs before anything else gets generated. It blocks the words every model leans on, caps the punctuation tells, and cuts the filler. What's left sounds like a person wrote it. Here's what it catches.

They all write the SAME way.

chatgptanthropicgooglegeminiperplexitymetamistralaigithubcopilotopenai

Brand marks © respective owners

50 words AI loves. The linter blocks every one.

BANNED 16 of the 50 banned words

Never write a sentence ChatGPT would write.

delve
landscape
tapestry
realm
leverage
robust
holistic
seamless
glean
harness
navigate
foster
pivot
embark
beacon
synergy

+ 34 more

ZOTT-LINT Demo · banned words

In the rapidly evolving landscape of AI, we leverage cutting-edge tools.

AI is changing fast. The tools are getting sharper.

Rule 02 The rule

Max 1 em dash per 1,000 words. No fake contrasts.

ZOTT-LINT Demo · structural tell

It's not just a workflow — it's a revolution that empowers creators.

It's a workflow. It works.

TL;DR How to sound human

  • 01

    Banned words

    We leverage robust tools.

    We use solid tools.

  • 02

    Em dashes

    It's not X — it's Y.

    It's Y.

  • 03

    Hollow intensifiers

    Truly revolutionary.

    Good.

  • 04

    Rule of three

    Fast, sharp, clean.

    Fast and clean.

None of this is hard once it runs automatically. The linter just keeps me honest: every script passes through it before a word gets narrated.

The end

Want the full banned list + the linter code?

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