When do you think the books take place?

I know that they have their own timeline and Sara Shepard brings up early 2010s pop culture in the 2nd half of the books, but I don't really reread after book 8 and I like to imagine the series begin in 2006 and conclude in 2008. The girls would've met Courtney in 2001 when 6th grade began.