Like oil in the engine, when it comes to automatic transmissions the level and quality of the transmission fluid are vital for proper operation. Check the transmission fluid first
Check the transmission fluid level under the hood (look in your owner's manual if you are unsure as to where this is). There are 'high' and 'low' indicators inside. Is it too high or too low?