Maybe to late but yes a pilot hole will help but may still need that indent to keep the bit from wondering.
No sense tapping to early as the roots will still be frozen, the longer your holes are open may shorten your season by introducing bacteria that much sooner. It takes about a week above freezing around here to get the trees to drip.