What's with the house insurance?

We were looking to buy a property in arundel and to prep for purchase we were doing some quotes for insurance, and surprise! A 800m2 house costs $3000 per annum, does this mean the previous owner may have claimed some damage? Cos a similar one in helensvale is just around 2k. Is there a place we can check if a property has insurance claim before?