Most places with food in the USA do not allow animals except for service dogs and even then some have sued because of being put out for having the dog.Australians have always found the acceptance of pets in American restaurants mind boggling.
We have hygiene laws that prevent this happening with the only exemption being guide dogs in harness.
I would definitely baulk at a horse in a café.
I would love to find a restaurant that took dogs, too.