Been struggling to do this:
Typically you will have a checkbox for making it an icon. Try re-adding a link and see if the option is available. If not try another browser. If it is still not available, I recommend submitting a bug report to https://bubble.io/bug_report
Remove the style.
Could we have the option to show an image instead of text as well?
You can already do this by changing the background style.