Featured Images disappeared after server change

I’ve recently switched my website from one host to another and changed the domain at the same time. When I imported my exported XML file from my old site to my new site, I lost all of my images as they stayed pointed at my old domain.

I used the “Search & Replate” plugin and got all of my images in my posts updated, however it did not update my featured images. I can’t seem to figure out how to do this without adding them all manually.

Is there a way to do this? Thanks.