Yes, immediate relatives of U.S. citizens can often adjust status, even on ESTA.

They must prove the marriage is bona fide and not entered solely for immigration purposes.

Timing matters; marrying immediately after entry can raise fraud concerns.

Overstaying on ESTA is forgiven for immediate relatives, but not for other categories.