AI slop text examples — each with the exact tells that give it away.
Text slop is quieter than image slop but far more common. Each example below is one tell — what it looks like, why models produce it, and a short generated sample (labeled as such) so you can train your eye. These are the same signals our detector checks.
Why it's slop: Models reach for the long dash the way a tired cook reaches for salt — several per paragraph is a fingerprint human typists almost never leave.
How to spot it: Multiple em dashes inside a single paragraph. Most people type hyphens or commas; AI prose chains elegant dashes like confetti.
AI-generated sampleIn today's market — a market defined by constant change — only the agile — truly agile — organizations survive.
Why it's slop: The stacked adjective trio is the model's favorite rhythm — balanced, empty, and interchangeable with a thousand other trios.
How to spot it: Adjective sets of three marching in a row ("fast, efficient, and reliable"), usually with rising rhythm and zero specifics behind any of the three words.
AI-generated sampleOur platform is fast, efficient, and reliable — empowering teams to innovate, collaborate, and succeed.
Why it's slop: The universal throat-clearer: an opener so generic it could precede any article ever written — which is exactly why models love it.
How to spot it: Opening sentences about eras, landscapes, and evolving worlds that delay the actual point by a full paragraph.
AI-generated sampleIn today's digital age, businesses are constantly seeking innovative solutions to stay ahead of the curve.
Why it's slop: Each section ends by restating its own first sentence in slightly different words — filler that mimics structure while adding nothing.
How to spot it: Section endings that begin "In conclusion," "Ultimately," or "Overall" and merely restate the opening claim without new information or evidence.
AI-generated sampleIn conclusion, customer service is important. Great customer service can make a real difference for customers.
Why it's slop: No author, no stance, no contractions, no risk — prose so balanced it says nothing. Sterile tone is the watermark of unreviewed output.
How to spot it: An entire piece with no "I" or "we", no contractions, no strong opinion, and every claim hedged into mush ("it could be argued that...").
AI-generated sampleIt could be said that considerations vary, and stakeholders may find differing perspectives on the matter.
Why it's slop: The deadliest text tell: precise statistics and citations that sound researched and simply do not exist.
How to spot it: Exact percentages ("87% of users") with no source, studies attributed to no one, and quotations that no search engine can find.
AI-generated sampleStudies show that 87% of users see 3x results within just two weeks of adoption.
Why it's slop: Human sentence length swings wildly; model output often settles into a near-constant beat — readable, hypnotic, machine-made.
How to spot it: Sentence lengths that stay within a few words of each other across a whole passage, with paragraphs of almost identical size.
AI-generated sampleThe tool is easy to use. It helps you work faster. It saves a lot of time. It fits any workflow.
Why it's slop: A stable of pet words appears in model output far more than in human writing — when three show up in one passage, the author was not paying attention.
How to spot it: Cluster-words: delve, tapestry, testament, myriad, plethora, pivotal, foster, robust, intricate, multifaceted, underscore, embark — especially in metaphor chains.
AI-generated sampleThis tapestry of features is a testament to the team's dedication, and invites users to delve into its multifaceted potential.
Why it's slop: The same idea restated three ways in adjacent sentences — padding that survives because each sentence technically says something new-ish.
How to spot it: Adjacent sentences whose meaning you can merge without losing anything; introduction, rephrasing, and "in other words" all within three lines.
AI-generated sampleGood onboarding matters. A strong first experience is key. Getting users started the right way is essential.
Why it's slop: The closing paragraph is always a sunset: generic optimism that could end any article on any topic.
How to spot it: Final paragraphs about journeys, embracing the future, and exciting roads ahead — with no concrete takeaway, next step, or opinion.
AI-generated sampleEmbrace the journey and stay curious — the future is bright, and the possibilities are endless!
AI slop is low-value content mass-produced with AI tools and published with little or no human review. It qualifies as slop when it exists mainly to farm clicks, likes, or ad revenue instead of helping the reader: generic phrasing, no original insight, no real author accountability, and often outright fabrications.
"Slop" is borrowed from farmyard animal feed — cheap, low-grade filler. In the AI context it means text, images, audio, or video generated in bulk by AI models and dumped onto feeds, search results, and app stores faster than anyone can check it. The key idea is quantity over quality, not "made by AI" alone.
The term spread in 2023–2024 as a shortcut for "AI-generated junk flooding the internet." People say it because it captures two things at once: the content is machine-generated, and it is shoveled at audiences in industrial volumes. It is deliberately less polite than "AI-generated content" — the bluntness is the point.
Classic examples include the "Shrimp Jesus" images that swamped Facebook, AI-generated food photos paired with inedible recipes, deepfake celebrity scams, auto-generated news sites publishing made-up stories, and endless blog posts stitched from the same template phrases like "in today's digital age."
Visually: extra fingers, melted hands, stretched arms, pets with the wrong tails, and signage that dissolves into gibberish. In writing: invented facts, fake citations, and confident nonsense about real people. Some of the most-shared fails are marketing images from big-budget campaigns that shipped with anatomically impossible hands.
For images, inspect hands, teeth, eyes, jewelry, and background logic — count the fingers. For video, watch mouths, hands, and physics. For text, look for template phrases, perfectly uniform sentence rhythm, and generic claims with no sources. Our free AI slop detector checks the most common tells in seconds.
There is no official standard. "The 30% rule" usually refers to informal guidelines circulating online — for example, keeping AI assistance under roughly a third of a piece, or treating detection flags on about a third of a text as a warning sign. Treat any fixed percentage with suspicion: quality depends on how AI is used and reviewed, not on a magic ratio.
Use AI as a draft tool, not a publisher. Add human judgment to every step: verify every fact, cut cliché phrases, include first-hand experience and real examples, and edit until the piece sounds like a person. To check work before publishing, run it through our free slop detector, then review the flagged passages yourself.
It is bad for readers, who waste time on content that looks informative but is not. It is bad for the web, because it crowds out genuine work and pollutes search results. AI-assisted writing is not inherently bad — the harm comes from publishing unreviewed bulk output as if it were real, checked work.
Just like it looks: "slop" rhymes with "top" or "cop" — /slɒp/, one syllable. Say "A-I slop" ("aye-eye slop"). The word's blunt, unglamorous sound is part of why it caught on.