After a while, nearly giving up, I stumbled upon this page which showed the correct technique:
c:\windows\system32\inetsrv\appcmd.exe recycle apppool "website.com"
Non-random thoughts.
c:\windows\system32\inetsrv\appcmd.exe recycle apppool "website.com"