How ChatGPT images are labelled
OpenAI adds C2PA Content Credentials to images made in ChatGPT and through its image API, and to Sora stills. The manifest names OpenAI as the issuer and records the image as created by a generative model.
The label lives in the file, not the pixels. A screenshot, a crop in some apps, or an upload to most social networks removes it. OpenAI's images also carry an invisible watermark that Google's SynthID Detector reads.
Visual tells in GPT Image output
- Very clean, evenly lit studio look, even for casual scenes
- Text that is legible but slightly too perfect, or wrong in small words
- A warm, slightly yellow colour cast in older outputs
- Hands and small objects that blend at contact points
How the check works
- 1
Content Credentials and IPTC
We read the file's C2PA manifest and XMP metadata for the IPTC digital source type. “Trained algorithmic media” means a generator made it; “composite with trained algorithmic media” means AI edited a photo.
- 2
Generator fingerprints
Stable Diffusion, ComfyUI, InvokeAI and NovelAI write their settings into PNG files, and many tools name themselves in the software field. We read every text chunk and EXIF field.
- 3
Camera data
Real cameras record make, model, lens and exposure settings. We read them all and weigh them with everything else.
- 4
Close visual inspection
A vision model inspects the image for the tells generators leave: hands, teeth, text, reflections, repeated backgrounds and over-smooth skin.
What the verdict means
More ways to check
Images
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Questions
Can you tell if an image was made with ChatGPT?
Yes, if the file still has its Content Credentials: Gireta reads them and names OpenAI. Without them, the visual check can say whether it looks AI-made, but not prove it was ChatGPT specifically.
Do DALL·E images have a watermark?
They carry C2PA metadata rather than a visible mark. The metadata is lost in screenshots.
Is the Gireta AI image detector free?
Yes. There is no sign-up and no limit on the file checks. The visual check is rate limited per visitor to keep it free.
Do you keep my image?
No. The file is read in your browser and never uploaded. For the visual check, a small preview (at most 1024 pixels wide) is sent, inspected and discarded.
Sources
Last updated October 19, 2026.