The anti-AI backlash isn't just a mood. A big part of it is a reasonable reaction to one specific thing: slop.

In 2025, Merriam-Webster named "slop" its Word of the Year, defining it as low-quality digital content usually mass-produced with AI (Gulf News). Australia's Macquarie Dictionary picked "AI slop" the same year (The New Daily). When dictionaries on two continents agree, the frustration is real.

The numbers keep climbing. A 2026 Fractl and Search Engine Land survey found 39% of consumers now say heavy AI use in a brand's content lowers their trust in it, up from 20% a year earlier (Something Inc.).

There are plenty of serious debates about AI's economic, political and environmental costs. This article sets those aside on purpose. It focuses on the everyday experience nearly everyone shares: scrolling, searching and reading through a growing pile of content that feels hollow, and what you can actually do about it.

What slop is, and isn't

Slop isn't defined by the tool. It's defined by the absence of care. AI-generated content becomes slop when nobody thought hard about whether it should exist, whether it's true, or whether it helps the person reading it.

You know it when you see it:

  • Generic. It could have been written about any topic, by anyone, for anyone.
  • Hollow. Polished sentences that say very little. Lots of "it's important to note," few actual insights.
  • Unchecked. Wrong facts, invented quotes, six-fingered hands, links that go nowhere.
  • Mass-produced. Made for volume: to fill a feed, game a search ranking or pad a page. Not to inform anyone.
  • Disguised. Presented as personal experience or expertise that never happened.

Now the other side. Plenty of AI-assisted work isn't slop at all. A writer who uses AI to research, outline, challenge their argument and edit, then adds their own experience and checks every claim, produces something worth reading. Readers seem to get this distinction: in one 2025 survey, many Americans were fine with writers using AI for brainstorming, research and editing, while far fewer wanted AI writing the content itself (CXM World).

The line isn't AI versus human. It's care versus no care.

Why people hate it, with good reason

The dislike of slop isn't snobbery or fear of change. It comes from real costs that land on the reader.

It wastes your attention. Slop takes seconds to make and minutes to read. The creator saves time; you pay for it. Multiply that across every feed and search result, and finding something worthwhile becomes work.

It breaks an unspoken deal. When you read something, you assume a person meant it: that they knew the subject, checked the facts and stood behind the words. Slop borrows that trust without earning it. Once you've been fooled a few times, you start doubting everything, including the honest work.

It fakes care. A heartfelt post, a product review, a "personal" story: these matter because a real person invested in them. Generated without effort, they feel like a greeting card signed by a stranger. People notice, and it stings.

It spills onto the good stuff. Slop makes readers suspicious of all content. Gartner found half of US consumers would rather do business with brands that don't use generative AI in customer-facing content (Digital Nova Scotia). That's a penalty careful creators pay for careless ones.

So when someone rolls their eyes at "AI content," they're often not rejecting the technology. They're rejecting being treated as an audience that doesn't deserve effort.

Why slop is so easy to make, and why its makers seem content

Making slop takes one prompt. Ask an AI for "a blog post about productivity tips" and you'll get 800 clean, confident, forgettable words in seconds. No research, no opinion, no editing required. The tool will never refuse because the idea is boring.

The harder question is why so many people who publish slop seem perfectly happy with it. A few reasons:

  • It looks finished. AI output is grammatically perfect and well structured. If you don't read it critically, it passes for good work, including to the person who prompted it.
  • Volume gets rewarded. Many platforms favor posting often. When the metric is output, a tool that produces endless output feels like a win.
  • The cost lands on someone else. The creator saves an hour. The reader loses the minutes, and the trust. That cost is invisible from the creator's side.
  • Sometimes it works, for a while. Slop can collect clicks, likes and search traffic, especially before audiences catch on. Short-term numbers can look like proof that quality doesn't matter.
  • They can't see what they're missing. If you've never pushed past the first draft, you don't know how much better it could be. Contentment often comes from not knowing the gap exists.

The catch: readers are getting better at spotting it. Klaviyo's 2026 consumer report found about one in five people see low-quality or generic AI content from brands every week, and nearly a third say AI content makes them trust brands less (Digital Nova Scotia). The slop strategy works until the audience decides it doesn't.

What to do as a creator to stop producing slop

The fix isn't to stop using AI. It's to stop letting AI do the part only you can do: deciding what's worth saying, and making sure it's true and useful.

1. Start with something to say. Before you open the AI, write your main point in one sentence. If you can't, the problem isn't the prompt. It's that there's no idea yet. AI will happily fill that gap with filler.

2. Bring what only you have. Your experience, your data, your clients, your mistakes, your opinion. These are the ingredients AI can't average out, and they're what makes a piece worth reading.

3. Treat the first draft as raw material. The first output is the most generic version you'll get. Critique it, give specific direction, and refine it over several rounds until it sounds like you.

4. Check everything. Every fact, number, quote and link. Your name is on it, not the tool's. One invented statistic can cost more trust than a hundred good posts earn.

5. Edit for voice. Cut the filler phrases ("in today's fast-paced world," "it's important to note"). Read it out loud. If it doesn't sound like something you'd actually say, rewrite it.

6. Publish less, but better. Volume is the slop maker's metric. One piece that genuinely helps your audience does more for you than ten that fill a calendar.

7. Be honest about your process. Nearly 90% of consumers in a 2026 Clutch survey said brands and creators should disclose AI-generated content (Let's Data Science). Being open about how you use AI builds trust instead of borrowing it.

8. Run the name test before you hit publish. Ask two questions: Would I proudly put my name on this? and Could anyone else have made this? If the answers are "no" and "yes," it isn't ready.

None of this is anti-AI. It's the same standard good creators have always held, applied to a tool that makes skipping it very easy.

The backlash is a signal, not a verdict

The anti-AI mood isn't proof that AI-made content is doomed. It's proof that people still care whether someone cared. That's good news.

Slop will keep getting cheaper to make. Care won't. As the flood grows, work that is specific, checked and genuinely useful will stand out more, not less. But only for creators willing to put the work in.

So hold yourself to a higher bar than the tool does. Your readers' attention is the scarcest thing on the internet. Earn it.

Sources

Ideas mine, English polished with AI. How I use AI →