Using information on advertising and mortgages originated by subprime lenders, we study whether advertising helped consumers find cheaper mortgages. Lenders that advertise more within a region sell more expensive mortgages, measured as the excess rate of a mortgage after accounting for borrower, contract, and regional characteristics. These effects are stronger for mortgages sold to less sophisticated consumers. We exploit regional variation in mortgage advertising induced by the entry of Craigslist and other tests to demonstrate that these findings are not spurious. Analyzing advertising content reveals that initial/introductory rates are frequently advertised in a salient fashion, where reset rates are not. JEL: E65, G18, G21, H3, L85 provided outstanding research assistance. Seru and Matvos thank Fama Miller Center and Initiative on Global Markets for funding. All errors are our own. Recent literature shows the importance of search in the mortgage market (Mayer and Pence (2009), Scharfstein and Sunderam (2013)). Although mortgages are relatively homogeneous This article is protected by copyright. All rights reserved. products, search frictions create a demand for information about mortgages that lenders can cater to. There are two broad views on how lenders use advertising to supply this information to consumers. On the one hand, the information view claims that advertising allows consumers to find better products (Nelson (1974)). On the other hand, the persuasion view suggests that advertising is used to steer consumers into bad choices (Braithwaite (1928), Thaler and Sunstein (2008)). These views are at the center of a debate on the role of advertising in the mortgage market in the aftermath of the housing crisis. Several policy and regulatory changes that have emerged from these discussions are based on the idea that naïve consumers were duped by advertising to take a expensive mortgages. i While anecdotes have been used to justify these claims of deceptive advertising, there is no empirical study that has systematically investigated this issue. iiIn this paper, we provide evidence for deceptive advertising using unique micro data on lending and advertising from the subprime mortgage market. We then compare the performance of a rich set of advertising models in explaining the data. The results reject the canonical models of informative advertising.Our data set combines the intensity and content of local advertising by subprime lenders with the contract, region, and borrower characteristics of mortgages originated by them. We focus on adjustable-rate mortgage (ARM) loans, particularly ARM reset rates, because they have been at the center of lawsuits and regulatory scrutiny. The concern is that advertising lures consumers into bad choices by focusing their attention on the introductory interest rate, fostering the impression that the (low) rate will be permanent rather than reset after the first few years.This article is protected by copyright. All rights reserved.We empirically confirm the view that reset ra...