What differs from photo detection
Art does not follow real camera physics, so the checklist is different. Lighting can be stylized, anatomy can be exaggerated, and missing EXIF is normal for exported artwork. The better question is whether the image has generation patterns that conflict with the claimed process.
- Repeated textures, decorative symbols, or brush strokes that look copied by algorithm.
- Fine detail that collapses around hands, tools, jewelry, frames, or background characters.
- Fake signatures, unreadable labels, or nonsensical text in posters and packaging.
- Metadata that shows export software or no creation history where source files should exist.
Use cases for buyers and clients
Use Img ID when reviewing marketplace art, commission previews, portfolio submissions, game assets, book covers, thumbnails, and product mockups. A scan can help decide when to ask for process screenshots, layered files, sketches, or licensing details.
Example: interpreting an AI art scan
Imagine a marketplace illustration where the scan highlights repeated decorative shapes, unreadable lettering, and inconsistent jewelry details. Metadata shows export software but no camera fields. Those findings support a follow-up request for layers, sketches, or process screenshots. They do not prove authorship by themselves.
Best decision rule: combine scan evidence with creator process and license terms.
Do not treat detection as accusation
Artists use references, compositing, brushes, filters, and AI-assist tools in different ways. Img ID is best used to ask better follow-up questions: What toolchain was used? Is AI allowed by the license? Can the creator show process evidence? The scan is evidence, not a complete policy.
What to ask after a suspicious scan
Ask for sketches, layer files, prompt disclosure, model terms, license terms, and proof of commercial rights. For marketplaces, define what counts as AI-assisted versus fully generated work. A buyer may care about usage rights, while a community moderator may care about honest labeling.
Img ID helps document the image review step. Pair the scan with human process evidence before rejecting a portfolio or purchase. This keeps the workflow fair to artists while still making it harder for mislabeled generated work to pass as handmade.
AI art detector FAQ
Can an AI art detector prove who created an image?
No. Detection can surface visual and metadata signals, but authorship requires process evidence such as source files, layers, sketches, provenance records, or creator disclosure.
What AI art signs does Img ID inspect?
Img ID reviews repeated textures, malformed details, strange text, signatures, parsed file metadata, and other visual patterns associated with generated artwork.
Does missing EXIF mean artwork was generated by AI?
No. Exported, edited, and platform-hosted artwork often has little or no EXIF metadata. Treat missing metadata as one weak signal, not a verdict.