If you have Blogposts configuration set to create activity streams it may happen that you see WordPress logo in the embeds.
To “fix” this issue, navigate to WP Admin -> Appearance -> Customize
From Customizer, select “Site Identity”
In the page that opens, modify the site icon
Once site icon is changed, it will reflect the little image in the activity streams.