A lot of heritage breeds are genetically manipulated for other reasons. Plenty of chicken and rabbit breeds are not raised for meat. They're like dog breeds. My family's rabbits weren't raised for meat but I don't know if the life of a show rabbit is significantly better than the life of a meat rabbit.
My teenager hasn't eaten hotdogs since he watched a documentary about how they were made. He refuses to believe other foods are made similar though.