This article explains two different ways to download Amazon Prime movies for offline viewing.

If you have already purchased or rented a movie or TV show, start the download process on a supported device:

Connect to the internet and open the Prime Video app on your device.

Tap the hamburger menu, shown as 3 horizontal lines.