Candy advertising illustrates limitations of the Children's Food and Beverage Advertising Initiative (CFBAI) self-regulatory program to improve food marketing to children. Participating companies pledge to not advertise candy in child-directed media. Yet independent analyses show that children viewed 65% more candy ads on U.S. television in 2011 than in 2007, before CFBAI implementation. The present research corroborates these findings, characterizes the increase, and examines how CFBAI-participating and non-participating companies use child-targeted techniques and media placement to advertise candy on U.S. television. Content analysis identified child-targeted messages and techniques in 2011 television candy ads, and Nielsen data (2008–2011) quantified candy advertising viewed on children's and other types of television programming. Differences between brands according to CFBAI status and use of child-targeted techniques in ads are evaluated. Data were obtained and analyzed in 2013. CFBAI-company non-approved brands represented 65% of candy ads viewed by children in 2011, up from 45% in 2008, and 77% of these ads contained child-targeted techniques. Although CFBAI companies only placed ads for approved brands on children's networks, 31% of ads viewed by children for CFBAI non-approved brands appeared on networks with higher-than-average youth audiences. CFBAI non-participating companies placed child-targeted candy ads primarily on children's networks. Despite CFBAI pledges, companies continue to advertise candy during programming with large youth audiences utilizing techniques that appeal to children. Both increased CFBAI participation and a more effective definition of “child-directed advertising” are required to reduce children's exposure to targeted advertising for foods that can harm their health.