Why is Rc parallel to RL?
When performing small-signal analysis, DC sources have no AC component so their variation  in time is zero i.e. they represent a short circuit, towards ground in this case. 

Therefore, \$R_C\$ and \$R_L\$ share the same potentials: the BJT collector and ground.