Recommended triage buckets
- Likely AI: generator metadata, workflow terms, explicit AI provenance, or strong enhanced-model evidence.
- Likely real or edited: camera metadata, normal capture clues, or editor-only traces without generator evidence.
- Uncertain: screenshots, compressed files, stripped metadata, or conflicting signals.
Bulk review checklist
- Keep the original file name, source URL, uploader, and upload date together.
- Run a first-pass check and copy the ImgShield explanation for each image that matters.
- Prioritize files with monetization, trust, legal, or editorial impact.
- Send uncertain files to human review instead of treating them as clean or fake.
What a future bulk tool should include
A paid or member workflow should support batch upload, CSV export, saved evidence, review labels, quota controls, and an audit trail. The current single-image checker is useful for validating the review rules before building a heavier workflow.
Related pages
- AI image detection tool
- Image authenticity checker
- AI photo checker
- How to tell if an image is AI generated
This is an honest workflow page: the public ImgShield checker processes one file at a time today. The page is designed to capture bulk-intent searches without promising a feature that is not live yet.