follow someone around/about to follow someone wherever they go, especially in a way that annoys them Like a stalker :) example: "It is illegal to follow around and stalk someone" , she said Henry’s been following me around like a puppy!

follow someone around = follow someone everywhere he goes

The point is what "around" means, nothing to do with the verb per se.