1 - Put an 'Alt text' so when the user hover the cursor over the Flatpak button, it shows the description

2 - Add the short description to the top of Flatpak page, after the word Flatpak or below it

Or both places(1 and 2 combined).
The description should be short, just to give the user a glimpse of what a Flatpak is about, a single line of text like:
"Flatpaks are applications with the latest version."
More ideas are welcome, thank you.