For the past eight years, Mr. Netanyahu has dominated the Israeli political scene and become nearly synonymous with the state on the world stage. Long called “the magician” for his survival skills, he has quashed rivals from right and left despite never enjoying particular popularity in the street.

Yet Mr. Netanyahu, the longest-serving prime minister since Israel’s first, David Ben-Gurion, suddenly appears not so invincible after all.