This talk looks at how Google searches for malware on the web, and how those findings are made available through the public SafeBrowsing API. We will describe the mechanisms by which malware is generally distributed, and how Google detects infected and malicious websites. Finally, we will discuss some of the newer trends we have seen in our study of malware on the web.