Well, the Aldi online shopping site [1] is using an API [2], but it is probably not intended to be used publicly. You could try exploring it to see if you can query prices directly.

[1] https://www.aldi.us/online-shopping/new-aldi-grocery-website...

[2] https://api.commerce.aldi.us/