Very simple for me: I leave them in my file designated for each shop until I do that shop again.
For some shops it happens to be every other month (rotational), while others may be on file for the greater part of a year.
Why? I review those photos when I have the opportunity to do the shop again. In that way it allows me to see some of the items I found in the previous time.