Here’s the EEOC information page on the practice:

https://www.eeoc.gov/pre-employment-inquiries-and-race

From an applicant perspective, while physical tear-off sheets for mail-in applocations (one can imagine hand-delivery setups that solve this) are clearly imperfect, web forms are even worse.