In short
SEO tries to get your link onto a page of ten results. AEO tries to get your name into the one answer AI gives. Same goal, a different finish line.
An example
A homeowner asks ChatGPT “who is a good roofer in Mason, Ohio?” AEO is the work that makes your company one of the names in the reply.