In response to the COVID-19 pandemic, the federal government made gig workers countrywide eligible for unemployment benefits for the first time through the Pandemic Unemployment Assistance (PUA) and Mixed Earners Unemployment Compensation (MEUC) programs. These benefits helped expand the social safety net during a time of crisis, but states were not equipped to quickly process the volume of applications they received. Overall, this strained state capacity and, especially early in the pandemic, increased avenues for fraud. Many eligible gig workers also struggled to provide the necessary income information, and income verification issues resulted in delayed or denied benefits for gig workers. State workforce agencies needed to find ways to efficiently make sense of and verify income from gig work, which can be generated from multiple sources at multiple times, sometimes even within the same day.