@gdisalvo,

we checked the short code for albums and it is working fine. What theme and plugins are you using?

did you tried deactivating the plugins one by one to see if there any conflict? check the shortcode is this what you are using [image-store album=ALBUM_ID]

What sort order are you using for your albums?