Before revision:  The second, very simple strategy  does not require any nonparametric estimation but may result in larger confidence intervals.
After revision:  The second, very simple strategy estimates instead a quantity known to be at a bounded distance from the AME. It does not require any nonparametric estimation but may result in larger confidence intervals.