These can actually be profitable because in searching for their website, individuals might be directed to your site and give you clicks. You would need to run ad copy that clearly lets them know it isn't the business they searched for, but a different one. If you cannot do this (affiliate offer restrictions), then you should be able to use the Search Terms screen just fine. Keep an eye on it and add negatives as they come through.