Even though we know that our atmosphere is maintained by life, nobody did really know if something else could create oxygen and methane. And betting on a specific light absorption spectrum is quite a hard thing to justify.
Today we know that those things are rare. And they are orders of magnitude more intense than the unexplained phenomenon we see on other planets. But at the time, we didn't have proof.