Free tools for technical AI content transparency

Local tools and practical guides for visible disclosures, image metadata and technically precise Content Credentials statuses.

ContentSignal combines local tools with careful technical context.

A robust technical workflow

Start with a visible disclosure, inspect embedded metadata, and treat Content Credentials as a separate provenance signal. None of these signals is a general assessment of truth or legal compliance.

The free tools process supported files locally by default. Only clearly identified server functions transfer a file after separate consent.