Go to Website->Settings and find the field Facebook Description. This text will be shown on Facebook when the site is shared by your participants. Click Update to save your changes.
Create an Image
Facebook recommends that you use an image of at least 1200 x 630 pixels.
After you have uploaded the Facebook image, users clicking on the Facebook Share link will create a news story with a link to the participants page, which will show the uploaded icon.