What does it mean if truck starts to shake when gas pedal is pressed?

One reason that your truck might start to shake when the gas pedal is pressed is because the tires could need to be balanced. The problem could also be your shock absorbers, or struts.

* It has less to do with the gas pedal as it has to do with parts affected by acceleration.