We are interested in developing and testing tools that help job seekers to better target their search. We have conducted several studies aimed at evaluating low-cost tools that aim at providing advice to job seekers about what occupations they could consider. We found that these tools can be very effective in helping job seekers to find jobs, and transit of unemployment more quickly.