I Thought That Caption Was Fine When I Sent It
Last November, I was helping a friend who makes handcrafted leather goods t ighten up her Xiaohongshu (China's Instagram- meets-Pinterest) bio. I ran it through AI for a polish, read it over twice myself, thought it was fine, and sent it off. Then one of her regulars DMed her : "Your copy doesn't sound like you anymore — it reads like a product listing page." I felt a little embarrassed, because I genuinely couldn't see what was "wrong" with it. I only figured it out later — the problem wasn't that AI wrote it. The problem is that AI has a handful of fixed phrases, and the moment they appear, people inst inctively feel "a real person didn't say this."
What Slop Cop Is — and Who's Already Using It
Slop Cop is a small web tool that specifically detects words and phrases in your text that carry a heavy "AI smell" — things like "it 's crucial to note," "leverage synergies," "holistic approach, " "continuously iterate," and that whole family of expressions. It's not trying to catch whether you used AI. It's trying to find the parts that read like a template or a script, so you can swap them out for something that sounds like a human before you hit send.
A friend of mine, Chen Lu, does independent consulting in Hangzhou. He sends progress reports to three or four clients every week. His old habit was to have AI draft it, revise it once himself, and send. One time he dropped a draft into Slop Cop first and found seven flagged "high-frequency AI phrases" in a single 300-character paragraph. After he replaced them one by one, a client that same month volunt arily told him, "Your reports are way more grounded than what the last consultant sent." He now treats this as the final check before anything goes out.
What It Actually Costs to Replicate This Today
Money: Free. No account required.
Time: About 5 minutes to get comfortable the first time; under 2 minutes per pass after that.
Technical barrier : If you can copy and paste, you're done. There is nothing to configure.
First step: Go to awnist.com/slop-cop, paste your text directly into the big input box, and the page automatically highlights the flagged words. Work through them from there.
I want to be honest: this tool isn't for everyone . If you rarely use AI to write in the first place, or your clients genuinely don't care about tone, you can skip this entirely and nothing bad happens.
A Quick Read on Where You Are — and Whether This Fits
If you're just starting out and still figuring out how to write content: I'd suggest using AI to draft, then dropping the draft into Slop Cop to see what gets flagged. This isn 't about "fooling a detector" — it's a way to slowly train your eye for which expressions actually sound like a person talking. I found it genuinely useful as a learning tool when I was in that phase.
If you already have one or two steady clients and regularly deliver written work : I'd suggest adding Slop Cop to your "before it goes out" checklist. Even a quick scan helps you avoid that vague "something feels off" feedback from clients that's impossible to act on. I skipped this step before, and it cost me an extra round of revisions I didn't need.
If you're scaling up and have two or three people on your team producing content: I'd suggest sending everyone the link and having each person run their own drafts through it before anything gets consolidated. It 's less work than you reviewing every piece individually, and it keeps the voice consistent across the board without you having to police it.