Define 'well known'.
Bush 41 had been VP for 8 years under Reagan.
Bush 43 had been governor of Texas for years and years and had a lot of name recognition.
Obama was a relatively new senator, but had given an extremely high-profile speech at the Democratic National Convention, and for anyone watching politics, was clearly being groomed by the party.
Who else are you thinking of?