You can try it yourself easily:
Post a tweet that links, say to the front page of the dailymail.co.uk
Take a snapshot of that tweet, incl. the image twatter produces automagically via the link you've posted.
Check tomorrow, after frontpage of dailymail has changed, and the looks of your tweet will have changed as well.