In case you haven't done any fare tracking with Google Flights or wonder if it's worthwhile, here is my example. Premium econ from LAX to Zurich end of September is ping ponging between $1986 to 2576 to 2351 to 2941. Repeatedly, as in every few days.
So yes, it does matter when you book. Obviously their computers are much smarter than us.