I'm A Professional Editor — 14 Phrases That Make It Extremely Obvious A Person Used ChatGPT
AI chatbots were trained on novice writing, and it shows.
Surface | Unsplash Once upon a time, I was the editor-in-chief of a corrupt publication. I didn’t know it when I took the job, but within days of starting my new role, the secrets began pouring out: The product review articles were fake, the CEO didn’t care that his business practices were illegal, and the writers were all using ChatGPT.
In my opinion, large language models like ChatGPT are not inherently evil. AI can be an incredible tool for writers. I use it myself to brainstorm ideas, enhance clarity, streamline formatting, and polish my writing.
It’s also a sanity-saver when I can’t think of a particular word. (Pro-tip: Write your sentence, use an underscore as a placeholder, and ask ChatGPT to fill in the blank with the correct term.)
That said, there’s a huge difference between using AI as a supplement and abusing it to churn out content. The former boosts quality and efficiency. The latter insults the intelligence of your reader and causes your reputation to plummet.
The writers on my newly acquired team were using AI to generate entire articles, and it was painfully obvious. Their content was repetitive, boring, and poorly written, not to mention factually incorrect.
Because AI wants to answer your prompt but may not have the necessary data to do so, chatbots often produce “hallucinations,” or information that’s nonsensical and inaccurate. They may pull quotes, stats, or ideas out of thin air, and unless you fact-check your work, you’ll never know it. Misinformation was the first red flag, but AI-generated content also contains the same phrases over and over again.
These 14 phrases make it extremely obvious that you used ChatGPT:
- “Treasure trove”
- “Intricate tapestry”
- “It’s important to note that”
- “It’s essential to consider”
- “While navigating the complexities of”
- “A testament to”
- “Furthermore”
- “Consequently”
- “In the world of”
- “Let’s delve into”
- “Look no further than”
- “Whether you’re… or…”
- “A plethora of”
- “In conclusion”
What do most of these ChatGPT phrases have in common?
They’re low-effort transition phrases that don’t mean much of anything. They’re fluff. Placeholders. Wasted word count, and bad writing.
But why would ChatGPT spit out bad writing if language is supposed to be its specialty? Large language models like ChatGPT are primarily trained on publically available text from the internet.
Yes, that includes some good writing — but for every high-quality piece, you’ll find hundreds of generic listicles, bad blog posts, spammy articles, keyword-stuffed nonsense, and amateur essays with no views.
In other words, ChatGPT learned how to write by studying content from novice writers.
Iryna Imago / Shutterstock
Real writers do use the above phrases — but that doesn't mean they make for good writing.
If you removed those phrases entirely, most of your sentences wouldn’t lose any meaning. But it would result in a clearer, more concise, and more confident article.
Beginners believe that fancy, wordy language impresses readers. Professionals know that writing is a form of communication, and communication should be as straightforward as possible.
A few of these phrases won’t make or break your work, but when most of them are present in the same article, it tells your editor two things: You used ChatGPT as a shortcut (not a springboard), and you have no interest in mastering your craft as a writer.
As for me? I got fired from that corrupt publication because I refused to let AI replace passionate, competent writers, and I wear that job termination like a badge of honor.
Maria Cassano is a writer, editor, and journalist whose work has appeared on NBC, Bustle, CNN, The Daily Beast, Food & Wine, and Allure, among others. She's in the process of publishing her memoir.