Not that accurate -- a better method is to use the Google keyword tool and numbers you have internally on response rates. You will get a more accurate range that way.

Of course, relevancy of the ad to the keyword is the critical factor. If your ad or service is not appropriate to the keyword then you cannot expect a good response rate.