Over the past few years, we have built a system that has exposed large
volumes of Deep-Web content to Google.com users. The content that our system
exposes contributes to more than 1000 search queries per-second and spans over
50 languages and hundreds of domains. The Deep Web has long been acknowledged
to be a major source of structured data on the web, and hence accessing
Deep-Web content has long been a problem of interest in the data management
community. In this paper, we report on where we believe the Deep Web provides
value and where it does not.