I've tried and they wouldn't. I also purchased a few items that went on sale two days later (I always have the worst timing). I asked if they do an adjustment and said they offer it only once per customer.
They don't have the best policy in regards to price matching/adjustments compared to other retailers...but it does seem that they have fair prices and lots of sales etc.