We report results for an independent, blind evaluation of the performance of 11 commercial search engines on 106 online service queries and on 54 topic relevance queries. We found a strong correlation between performance on the two types of query and significant differences between engines. Keywords Search Engines, Evaluation, Online Service Queries.