Why are preview images, titles, and text not included within shared posts?
Preview images, titles, and text are dictated by HTML formatting.
For Facebook, Open Graph Tags must be applied.
Read more about Open Graph Tags.
Confirm Facebook link previews with Facebook's Share Debugger.
For Twitter, Summary Cards must be embedded in an article to include previews within shared Tweets.