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That shows you the most recent app used, but he needed the most recent one installed.

Play Store > My Apps and Games > Installed, and then change the sort order to "Last Updated".

I don't have a android device here to confirm but I suspect if it was just installed and never updated it won't show in that list.

True, but I did it right after the ad appeared.