5 Signs That Story Is AI-Generated (And What to Do About It)
- Teja Smith
- Feb 27
- 4 min read
You’re scrolling through your feed, and a headline stops you cold. It’s shocking. It’s emotional. It confirms exactly what you already suspected. Your thumb hovers over the share button.
But wait.
In 2026, artificial intelligence can generate entire news articles, social media posts, images, and even audio clips that look and sound completely real. The technology is getting better every day, and the people using it to spread disinformation know exactly how to push our buttons.
The good news? AI-generated content still leaves clues. Here are five signs that story might not be what it seems, and exactly what to do when you spot them.
Sign #1: It’s Perfectly Written... Almost Too Perfect
AI-generated text tends to be polished, grammatically flawless, and structured in a way that feels “smooth.” It rarely has the quirks, personality, or uneven rhythm of real human writing. If an article reads like it was written by a machine, that’s because it might have been.
What to look for:
Unnaturally consistent tone throughout the entire piece
Generic, “filler” language that sounds informative but says nothing specific
Repetitive sentence structures or phrases
What to do: Read it out loud. Does it sound like a real person wrote it? If it feels like a press release from nowhere, dig deeper before sharing.
Sign #2: The Source Is Unfamiliar or Untraceable
AI-generated misinformation often appears on websites that look legitimate at first glance but don’t hold up under scrutiny. The site might have a professional-sounding name, a clean layout, and no real editorial team, contact information, or publishing history.
What to look for:
No author name, or a generic byline like “Staff Reporter”
No “About Us” page or contact information
A domain that was registered very recently (you can check this at whois.com)
No other credible outlets covering the same story
What to do: Search the headline in quotes on Google. If no established news outlet is covering it, that’s a major red flag. Check the website’s domain age and look for an editorial team.
Sign #3: The Image Doesn’t Quite Add Up
AI-generated images have gotten incredibly realistic, but they still make mistakes, especially with details that require spatial reasoning or consistency. Hands, text, backgrounds, and reflections are common problem areas.
What to look for:
Hands with too many (or too few) fingers, or fingers that blend together
Text in the image that’s garbled or nonsensical
Backgrounds that blur or warp in unnatural ways
Skin that looks too smooth, waxy, or “perfect”
Asymmetrical jewelry, glasses, or accessories
What to do: Zoom in. Look at the details. Do a reverse image search (right-click the image and select “Search image with Google”) to see if the photo appears anywhere else or if it was generated from scratch.
Sign #4: It’s Designed to Make You Feel, Not Think
The most effective disinformation doesn’t just lie, it manipulates emotions. AI-generated content is often engineered to trigger outrage, fear, disgust, or tribal loyalty. If a story makes you feel an intense emotional reaction before you’ve even finished reading it, that’s by design.
What to look for:
Sensational headlines with all-caps words or excessive punctuation
Language designed to create an “us vs. them” divide
Stories that confirm your existing beliefs a little too perfectly
Calls to action like “Share before they delete this!” or “They don’t want you to see this!”
What to do: Pause. Take a breath. If the story is real and important, it will still be there in five minutes. Use that time to verify it before sharing.
Sign #5: It Appeared Out of Nowhere.. and Now It’s Everywhere
One of the telltale signs of a coordinated disinformation campaign is when a story seems to explode across multiple platforms simultaneously but has no clear original source. AI makes it easy to generate dozens of slightly different versions of the same story and flood social media with them.
What to look for:
The same story appearing on many accounts at roughly the same time
Slightly different wording across posts, but the same core claim
Accounts sharing the story that have very few followers, no profile pictures, or were created recently
No original reporting from any established outlet
What to do: Check who’s sharing it. If it’s mostly anonymous or brand-new accounts, be very skeptical. Look for the original source of the claim — if you can’t find one, that tells you everything.
Your 30-Second Verification Checklist
Before you share anything online, run through these quick checks:
Check the source. Is it a credible outlet with a real editorial team?
Search the headline. Are other reputable sources reporting the same thing?
Examine the images. Zoom in. Do a reverse image search.
Check your emotions. Is this story designed to make you react instead of think?
Look at who’s sharing. Are these real people or suspicious accounts?
Knowledge Is Power — Pass It On
You don’t need to be a tech expert to protect yourself and your community from AI-generated disinformation. You just need to know what to look for and take that extra moment to verify before you share.
At the Digital Justice Lab, we believe digital literacy is a survival skill. The more people who know how to spot fake content, the harder it becomes for bad actors to use it against us.
Want to go deeper? Download our free guide, “5 Signs That Story Is AI-Generated,” for a printable version of this checklist you can share with friends, family, and your community.
And if this post helped you see something differently, share it. Because every person who learns to question what they see online makes all of us a little safer.
Digital Justice Lab — Tools for the Movement
Comments