Don't call yourself an asylum seeker. Generally the rest of the world welcomes American immigrants, but we all get a bit antsy when it comes to helping people who actually need help.
Well, it varies country by country but if you apply as a refugee/asylum seeker that usually includes your family. There may be some other options for becoming a resident, but this varies a lot depending of the country