The president during the election , George W. Bush ( who eventually supported John McCain ) , was very unpopular , and because of that , the Obama campaign compared McCain to Bush several times . In March 2008 , Bush endorsed McCain at the White House , but Bush did not make a single appearance for McCain during the campaign .