The Cherries claimed their first league win in seven with a 3-1 success at free-falling Preston at the weekend, and Bradbury wants them to build on that at Dean Court.
"We need to take this now and grow in confidence for our home form," he said.
"The most pleasing thing was our togetherness. We did a professional job and the lads worked hard for each other."
The win came in the same week the south coast side secured new investment.
"It was good timing for the win in front of the new man," added Bradbury.
"Hopefully I will get some more money now. I've had meetings with the investors and the chairman and I think it's exciting times for the club."