Link Preview plugin

I am using the Link Preview plugin but it behaves erratically. When a URL is posted as a part of an article, sometimes the image correctly shows in the image box and sometimes nothing appears. The same link sometimes shows the image and sometimes does not.

Can anyone please help me with this?