If there was any availability, it was likely taken by people who booked just after it became available. Unfortunately, you are likely too late for a route which has extremely limited availability in the first place.

The best thing to do is to keep tinkering with dates, routes and carriers and maybe something will pop. But, don't wait too long as the cash prices will start to increase too as inventory shrinks.