Rovers have picked up seven points on home soil, with two wins out of four, but they've yet to taste victory on their travels.
Bowyer believes his young squad are improving with every game but has explained that it will take time for them to click as a group.
"We are striving for that consistency and like we've said it is a rebuilding process and it is going to take time," said the manager.
"I think from our point of view, and the supporters they can see, that the signs are there, the positive signs.
"Our home form has been good and more importantly the way we have gone about it when we play the games.
"If we can keep showing the form that we have at home with the goals and transfer that onto the road then we are going to start picking up points and getting better."
Tickets are available at the Goldsands Stadium, cash only from the turnstiles. Prices are £22 for Adults and £12 Concessions.
will be providing full match commentary from 2.45pm.