What are the limitations of the Google Merchandise Store Analytics Demo?

The main limitations are that the data is not real-time and it's not your own data. It's a simplified representation of an e-commerce store and may not perfectly reflect the complexities of your own business. Also, you cannot modify the underlying data collection setup; you can only analyze the existing data.