If an advertised price looks too good to be true, then well, it probably is. Sometimes, according to the FTC, these low prices come
after a downpayment.
Or, alternatively, if the dealer advertisers an insanely low monthly payment like $99/month, sometimes those payments are "teaser" payments that are just for the first few months, after which the monthly payments balloon up.