Can I edit the image preview associated with shared Facebook posts?
Currently, no. Because not all story links will have image previews associated with them, our team decided to default to using the profile picture associated with the page to which you're publishing.
We're always interested in your feedback. Please feel free to share with us if you'd like more customization options in the future.