What were you doing when your app store launches randomly?
If you were on a website or using another app, make sure there are no hidden links (sometimes embedded in text or within images) inside the page you're looking at.
Some apps and sites do this to trick people into clicking through to an app, in the hope that more people download it.
Very cheeky!