Where does visual imagery fit into the model? Is it a thought? Action?

Can you have thoughts that are just images/pictures? Or are all thoughts words? I have used visual imagery to practice behaviors I want to turn into habits and to help figure out what thoughts I was having after I’ve already done something. Even the images we create in our mind are our interpretations of circumstances. So can we have thoughts that are images?