Don't take it as a bible or anything but on images especially not having them optimised is a quick way to annoy customers with slow load times.
Definitely, check out Google's PageSpeed tool. Don't take it as a bible or anything but on images especially not having them optimised is a quick way to annoy customers with slow load times.