Clean ChatGPT Output Before Publishing

Worked example

Task context

A product update is about to be published on a website. The draft includes vague claims, generic transitions, and an overconfident ending. Clean it before using it as public copy.

Open the related tool: AI Slop Cleaner

Input and output

Of course. The following is a more compelling product update:

We are excited to introduce the best possible AI workflow toolkit for creators, developers, and teams. It is important to note that this update makes the experience more professional, polished, and user-friendly.

The new AI Slop Cleaner removes generic assistant phrases before a draft is published, emailed, or posted to GitHub.

Feel free to ask if you want more versions.

AI Slop Cleaner removes generic assistant phrases before a draft is published, emailed, or posted to GitHub.

Use it when an AI draft has useful substance but still reads like a template reply.

Checks before copying

• Remove superiority claims such as best possible unless you can prove them.
• Keep one concrete product claim that describes what the feature does.
• Add a use case when the cleaned copy becomes too short.
• Run claim and citation checks if the copy includes numbers, comparisons, or market claims.

Lesson: Public copy needs concrete claims more than enthusiastic framing. Clean first, then add proof if the page needs persuasion.

Keep working