VidMage handles face swapping across photos, videos, and GIFs through a browser upload workflow: source image in, face reference in, processed output out. The tool covers single and multi-face scenarios, meme templates, celebrity swaps, and a Mac-exclusive live face swap for calls and streams. The free tier runs on daily credit limits — which means any production content pipeline hits a queue wall before the end of the week. No API is available, so automated batch workflows are out; the batch face swap feature is manual-upload only. Teams needing volume processing or programmatic access graduate to a different tool.