3 Tools and Tactics Creators Can Use Today to Protect Their Work

Here's how to protect your artwork from AI training in three practical steps: embed protective metadata in your files, use platform opt-out tools where they exist, and monitor for unauthorized use of your work.

How to add metadata that tells AI systems to stay away

Most AI scrapers examine the hidden information embedded within image files. The IPTC Photo Metadata Standard provides a mechanism for flagging content that shouldn't be used for algorithmic training or data mining purposes. Activating this marker won't stop every automated crawler, but it establishes documented evidence of your intent to restrict use—a detail that carries both legal weight and technical significance if someone later trains a system on your images without authorization.

Here's how to protect artwork from AI training using metadata:

1. **Download a metadata editor** like [ExifTool](https://exiftool.org/) (free, command-line) or Lightroom (paid, visual interface).

Which opt-out mechanisms to consider in 2026

Opt-out policies differ significantly across platforms and jurisdictions. The European Union mandates that opt-out choices be respected under its text-and-data-mining exemptions, while the United States currently permits companies to make their own decisions about honoring creator preferences.

Monitoring for AI copies of your work

Set up Google Alerts for your artist name and perform reverse-image searches of your work on a regular basis. Tools like [Glaze](https://glaze.cs.uchicago.edu/) and Nightshade insert subtle, invisible modifications into your images that cause AI models trained on your protected versions to produce visibly flawed outputs.

Read the full post: https://www.klinchapp.com/blog/protect-your-work-from-ai-training