From my time on the forum I haven't seen this as a common problem at all....
I'd check your battery first, make it a habit of also turning off all electronics after each drive (auto lights, auto wipers, radio, air con etc.)
This will minimise the power drain on startup.
I believe a starter motor can cost quite a bit for the GTI.....