Yes, AeyeScan can crawl and scan websites even if they have invalid SSL certificates, expired SSL certificates, or use self-signed certificates.
However, please note that unlike when using a valid certificate, issues such as "Server Certificate Defect" may be flagged as vulnerabilities.