Thanks @Paiakan - I've just ordered one of those to give it a try.
I just saw suggestion from @Uyllii, which looks interesting too - may be better suited to PET bottle. However, about never opening the bottle once calibrated (a worthy goal), I understand the concept of magnetic reed switches...