It's only "noise" if it's uncorrelated. I don't see any reason to believe it wouldn't be correlated, though.
That's not even the worst scenario. There are plenty of websites that are nearly meaningless. Could you predict the next token on a website whose server is returning information that has been encoded incorrectly?