Why are there numbers on my Message icon, yet no new messages showing up?

[AC Question]

Could it be from muted conversations? If so, how can I get the new message notification to go away?

 

[B. Diddy]

Welcome to Android Central! Which phone, and which messaging app? If you have any muted conversations, what happens if you unmute them and check the messages there -- does the badge go away?