Asset limits in means-tested programs are designed to target benefits to the neediest people, but they can discourage low-income households from saving and can increase program costs when participants leave and reenter the program (i.e., churn) for administrative reasons. Using Survey of Income and Program Participation data from 1997 to 2013, we find that relaxing Supplemental Nutrition Assistance Program (SNAP) asset limits through broad-based categorical eligibility increases the likelihood that low-income people live in a household with a bank account (by 5 percent) and at least $500 in that bank account (by 8 percent). We also find that relaxed asset limits reduce SNAP churn by 26 percent.