I installed another link checking plugin and it reported a cURL error with the message:
SSL certificate problem, verify that the CA cert is OK. Details: error:14090086:SSL routines:SSL3_GET_SERVER_CERTIFICATE:certificate verify failed.
So I’ll assume that your plugin’s use of the cURL module is encountering a similar issue that I need to resolve w/ my host machine.