I would wash the area before applying and not apply moisturizer for maximal absorption.
Alternatively you could try patches - with them you can use rubbing alcohol to strip the oil from that particular area of skin just prior to applying.
Finally don't be scared of oral estrogen - this is often the best option for active individuals who shower daily, and the thrombotic risk is so minuscule as to not be clinically significant in the absence of risk factors.