Twitter recently added support for a bunch of new services that get expanded display in individual tweets containing links to them.
The company has now launched a program where you can apply to get a similar treatment.
You can now apply to participate in the Twitter Cards program. All applications however would need approval from Twitter.
You would need to add some extra markup on your website.