This is accurate. Back then nobody went to google and was confused when it was just an input box. They went there already knowing it was a search engine and that search engines needed input. They came back because the results were so good (relative to competitors).
The clean interface just stood out as the other competitors at the time we're bogged down by ads. So a quick loading page in a time of slow internet connections, was a very nice user-centric feature.