Make sure you have indicated that a Web service can be invoked from script..

    [System.Web.Script.Services.ScriptService]
    public class AutoCompleteService : System.Web.Services.WebService
    {
 
        //[WebMethod]
        //public string HelloWorld()
        //{
        //    return "Hello World";
        //}
    }