Trouble with Tweet images.

Hello, when I post a tweet on an article from my either of my pages, it posts the wrong picture on my facebook page (I have my tweets shared to my fb page). Someone told me I needed to optimize the site for twitter, but I'm not quite sure how to do this. any help is appreciated in advance.