Forensic Example · ·3 min read

Our AI image lost its label on LinkedIn, Mastodon and X

We made a feature image with Google Gemini, posted it, and downloaded the copies LinkedIn, Mastodon and X served back. The original was certified AI-generated. All three copies lost the label, and the AI estimate missed every one.

A feature image we made with Google Gemini for one of our own posts. We posted it to LinkedIn, Mastodon and X, downloaded the copy each one served back, and checked all four.

Our feature image: a glowing fingerprint with a phone at its centre

  • Report on the original: AI-Generated (Certified), and C2PA Content Credentials found As we made it: certified AI-generated.
  • Report on the copy from X: Likely Authentic, and no C2PA Content Credentials found Back from X: no label, and the estimate saw nothing.

What changed

  • The label. The original carried Content Credentials signed by Google, declaring it AI-generated. None of the three copies had them.
  • The picture, sometimes. LinkedIn made it smaller and Mastodon recompressed it. X sent back the same pixels and only removed the label.
  • The estimate never caught it. 3% on the original, 1 to 3% on the copies. Without the label, the report called every copy "likely authentic".

What the report said: Authenticity F for the original, certified AI-generated. D for the LinkedIn and X copies, B for Mastodon's.

A missing label proves little: all three of these platforms removed it.

Updated 15 October 2026

We checked all four files again. The findings above are what the report said on 9 October. The grades have not moved: F for the original, D for the LinkedIn and X copies, B for Mastodon's.

  • The original reads F "AI-Generated (Certified)", decided by its signed label.
  • Every copy now reads C "No AI-Generation Evidence Found", not "likely authentic". The estimate (1 to 2%) is a weak line in the evidence table.
  • The pixel analysis did not catch them. It found no signs in any of the three copies, including X's, which has the original's pixels. It found none in the original either; the label decided that one.

The X copy's AI evidence table: no Content Credentials, no AI declaration, no watermark, pixel analysis no signs found, and a weak statistical estimate of 2%

A C is not a finding that an image is real. What each card and reading means: How to read your forensic report.

Go deeper

Tagged ai-images

More forensic examples

← All forensic examples

Share the ♥

Browsing Safely —
Web SSL Web Browser over SSL
/
Tor
/
I2P

Same snapWONDERS services on all three networks. Read more

Get the App —
Download on the
App Store
Get it on
Google Play
Join the waitlist →

Join the Movement

Get updates on new snapWONDERS features, privacy tools, and dark web access improvements — including Vaultify. Nothing else, and you can unsubscribe any time.

Follow the ♥

© 2026 snapWONDERS · All rights reserved.

ABN: 72 080 510 827

snapWONDERS snapWONDERS.com

Analyse & Expose your Digital Media

Forensic Analysis / Metadata Extraction / File Conversion : photos + images + videos

Brought to you by the team at:
goldenSoftwareENGINEERS®