Cert for chimpquote.com failing on Android phones

Your site is sending an outdated intermediate certificate. Let's Encrypt recently switched to a new intermediate certificate to fix issues for Windows XP users. The old intermediate certificate is called Let's Encrypt Authority X1, the new one is called Let's Encrypt Authority X3.

This has come up a couple of times for IIS and/or ACMESharp users. There's an open issue for ACMESharp here:

This post suggests deleting the old intermediate certificate fixes the issue:

You can verify the fix using SSL Labs (you'll want to get rid of "This server's certificate chain is incomplete. Grade capped to B.").