Google Podcasts: listen offline

Step 1: In the top-right corner, click “…” then click “Settings”

Step 2: Click “Remove completed episodes”

Step 3: Select “Never”.

Step 4: Similarly, for “Remove unfinished episodes”, you may wish to set it to “Never”.