In Facebook, go to the "Activity Log" using the button in the bottom right of your cover photo. If it shows there, that's all you can do. Facebook decides which actions show up in the user's Timeline, news feed, friend ticker, and other social channels. Until it's submitted to and approved by Facebook, it will not show anywhere.
Even then, the read action is a very 'light' social engagement in Facebook's eyes, so it's unlikely it will show in the Timeline of users.. However, it should show in other ways (like the friend ticker feed) that should increase visibility of the page.
I hope that helps,
Alex