Human estrogen sulfotransferase (hSULT1E1), an important conjugative enzyme, plays crucial roles in both estrogen homeostasis and xenobiotic metabolism. Herein, a rational substrate engineering strategy was adopted to construct highly specific fluorogenic substrates for hSULT1E1. In the 1