Domain name available yesterday but today its taken ? How do I get it back!?

Hi, I checked a domain name yesterday, and it was available. But today it has been taken by another company. And this company specializes in acquiring domain names. Its not really using it for any website ? Maybe its because yesterday I searched for the domain name too many times. Now its automatically taken by this company (http://www.chestertonholdings.com). Is there away to get it back ?