But Pluhowsky never found a line so Guerrero won the first game, 202-177. The Colombian went on to win the second game 243-238, becoming the sixth woman to win the World Cup twice.
"It was a tough final. Shannon is such a tough competitor, and I knew if I could only get in front I would stand a chance," said the champion, who has won everything she can possibly win, was also delighted.
"And I made the good shots when I needed to. I really want to come back next year and try to win for the third time and set a record!"
Singapore with Muhammad Jaris in third and Geraldine Ng tieing fourth in the women's division, were presented with their trophies as top country by Tom Pippenger, the Sam's Town Bowling Centre manager.
QubicaAMF have announced that the 52nd QubicaAMF Bowling World Cup 2016 will be held in Shanghai, China.
Photos courtesy of QubicaAMF.