Step 1: Save the best file
Use the original file when possible. Avoid cropped previews and screenshots if a higher-quality version is available.
Step 2: Run an AI image check
Use the detector score to decide whether the image needs deeper review. A high signal should prompt more checks. A low signal should not be treated as proof of authenticity.
Step 3: Review metadata
Look for file type, dimensions, camera clues, and software clues. Missing metadata is common and should not be treated as a final answer.
Step 4: Search for earlier copies
Use reverse image search or manual search terms to find older versions, different captions, or the original publisher. This can reveal reused images and misleading context.
Step 5: Compare the claim
Ask what the image is being used to prove. The pixels may be real while the caption is false, or the image may be generated but clearly labeled as concept art.
The safest verification workflow uses multiple weak signals instead of one overconfident answer.
FAQ
What is the fastest first step?
Run a detector check and save the source URL. Then inspect metadata and search for older copies.
Can one tool verify an image?
No. Image verification needs detector signals, source checks, and context.