If not your competitors, are there any new kids on the block? You'd think that the sites ranking at the top for the most frequently searched terms would pick up traffic lost by the competition.
If not, perhaps searches for the entire niche have dropped off. Google Trends might provide some indication, at least for the core searches. I should add that we are also in rough economic times, and some market areas are being heavily impacted.