Jason,
Getting views is hard enough as is. Turning those views into sales is another story as we have found out. Changing prices is one of the few ways you can do it. You may want to try varying what you include with your image, or possibly the style of image.
Prepare for the peaks and valleys of selling. Some days will be busy and some will be quiet.