The phrase "cheap political points" refers to actions or statements that are made with the primary goal of gaining favor, support or attention from voters or other members of a particular group. These actions may not necessarily be based on genuine beliefs, principles or policies but rather are aimed at appealing to certain demographics in order to improve one's political standing. In essence, it is about scoring points with the public by saying or doing things that will get positive attention without regard for their substance or long-term consequences.