How to Tell If an Image or Article Was Made by AI (Spotting AI-Generated Content)

Spotting AI-Generated Content

AI-generated content has gotten good enough that the obvious giveaways are mostly gone. But it’s not undetectable — there are consistent patterns in both AI images and AI text that, once you know what to look for, become hard to unsee.

Spotting AI-Generated Images: Hands and Details

AI image generators still struggle with hands. Look closely at fingers — extra fingers, merged fingers, fingers that bend the wrong way, or hands with inconsistent scale compared to the rest of the body are strong AI indicators. Also check ears (often asymmetric or oddly shaped), teeth (sometimes too uniform or slightly off), and jewelry (rings and necklaces often have strange inconsistencies).

Text in AI Images

Text within AI-generated images is often garbled or uses nonsense characters that look like letters from a distance. Signs in backgrounds, text on clothing, book spines, and product labels often contain gibberish on close inspection. If text in an image doesn’t read as actual words, AI generation is a strong likelihood.

Background Inconsistencies

AI images often have backgrounds that are dreamlike in their detail — incredibly realistic at the center of attention but increasingly strange toward the edges. Look for furniture that doesn’t make physical sense, architectural elements that connect incorrectly, or reflections in mirrors and windows that don’t match what should be reflected.

Spotting AI-Written Text: The Tells

AI writing has consistent stylistic patterns. Watch for: overuse of phrases like ‘it’s important to note,’ ‘in today’s world,’ ‘delve into,’ and ‘at the end of the day.’ Lists and headers in situations where prose would be more natural. Vague, hedging language that says something while committing to nothing. Suspiciously balanced coverage that never takes a real position.

Lack of Specific Personal Experience

Human writing has concrete specificity — a specific date, a particular place, a named person, a surprising detail that could only come from having been there. AI writing defaults to generalities because it can’t actually experience anything. If an article or social post about a personal experience contains no details that couldn’t be googled, that’s a flag.

Detection Tools and Their Limits

Tools like GPTZero, Originality.ai, and Copyleaks attempt to detect AI text with varying accuracy. They produce false positives on clear human writing and false negatives on well-edited AI output. Use them as one signal among many rather than definitive proof. For images, Google Reverse Image Search and TinEye can help identify if an AI image has been used elsewhere under a different context.

The Practical Reality

The ability to definitively detect AI content is becoming harder as models improve and as people learn to edit AI output into more human-sounding forms. The better mental model is to evaluate content for what matters regardless of source: Is it accurate? Does it cite evidence? Does it contain specific, verifiable claims? Does it make a coherent argument? Good content practices serve you whether you’re evaluating AI or human writing.