Original: Octane became well-known in American popular culture in the mid - and late-sixties, when gasoline companies boasted of "high octane" levels in their gasoline in advertisements.
Simplified: It is the most important part of gasoline, because it is the part which produces most of the energy that comes from gasoline when it is burned. A high octane fuel will be more productive than a low octane fuel.