Do you want to have an image and summary appear on Twitter every time someone tweets a url to your post? Implement Twitter cards on your site and have one appear like you do on Facebook.
An example of a Twitter card is shown below. A person viewing your feed will see View Media. When they click on it, a summary and post image will appear.