What should I do if my app purchase fails in the App Store?

I am trying to purchase a app, I am getting an error message "Payment failed. Please contact customer support. For European users who has completed the payment on a website, in an app, or on the app store and receives this message, please check the account CP status later.(2)"

[Re-Titled by Moderator]