Optimal stopping theory underlies the 37% rule: observe about 37% of options to calibrate expectations, then choose the first later option that beats the best observed.
The 37% rule: How many people should you date before settling down?
Sample and reject the first 37% of options to set a benchmark; then choose the first subsequent option that exceeds it to maximize selection probability.