A couple months ago, Google introduced the "Analyze Competition" feature for AdWords advertisers. This can be found in the "opportunities" tab.
The feature was initially only available to a small number of advertisers using the English language AdWords interface. Today, Google announced that it is expanding. Now the feature is available for all English language accounts.