Parsley faces two felony counts of assault and battery with a dangerous weapon and one count of malicious injury to property over $1,000. It's not clear if he has an attorney.
Rupal Christian, who runs the hotel with her husband, told KWTV she voided the bill that he disputed, but that wasn't enough for Parsley.
"He said 'I'm going to call the cops and I'm going to run you over,'" Christian recalled.
She said the truck missed her by mere inches.
"I don't know how I jumped that," Christian said. "It's just God's hand. It's just the Angel of the Lord protected me."
Police arrested Parsley on a complaint of assault with a weapon. According to police reports, he told officers what he did because he thought Christian believed he was bluffing.