What is the purpose of the logit?

Could you please elaborate on the purpose of the logit? Is it primarily used for classification tasks in statistics and machine learning? Does it help in predicting the probability of a binary outcome, such as whether a customer will make a purchase or not? And how does it differ from other methods, like linear regression, in terms of its applications and capabilities? I'm curious to understand the significance of the logit in data analysis and modeling.