You could try the Google Tag Assistant extension. It is what I used recently to verify that the Google Analytics tracking tag was present during our Checkout & Order Confirmation pages.
It is also possible, though unlikely, that everyone who has made a purchase so far has refused/rejected the tracking cookies in some way.