Method and apparatus for AI-driven automatic test script generation

Models of certain groups of graphical user interface (GUI) objects (e.g., menu objects, product objects, title objects, etc.) are created. A website is then modeled as a state machine (also called a blueprint), in which states are used to model webpages of the website. Identifying characteristics of the states are specified based on the models of the GUI objects. Certain scanning options are used to reduce the complexity of the state machine and accelerate the state machine creation process, known as the "one per page" and "once per app" scanning options. After the state machine model of the website has been created, test cases are generated as traversals through the state machine. In one embodiment, user logs direct the generation of test cases so that the test cases resemble past user behavior.