Decision making is a skill, and parents need to help train it in their children. This is a huge hole where most advice seems to have parents actively digging deeper rather than filling it.

Take advantage of the fact that your child probably doesn't understand false dichotomy and let them make A/B decisions with controlled positive and negative outcomes. Then hold them to those choices and negative outcomes, reminding them of the positive outcomes.