From my experience, when you share a WordPress blog post on social media, the icon that appears with the preview (when there is one), is a thumbnail of a graphic in the following priority order, pending what you have or don’t have with your post:
- Designated featured image; then
- First or only image embedded within post; then
- Blog profile icon that is also the blogger’s profile icon.