In Google's case it comes from an acquisition [1]. Not all airlines share data. For example, you won't find Southwest fares except on their own website.
Southwest has it's own system, but does share their data through Sabre..
Fun Fact.. upto 2005 they still sent us the data hand delivered on a 9 track tape!
Wrong example. I have worked on the Southwest Project when I was at Amadeus.