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At Convoy, we've built a digital marketplace to connect truck driving businesses to our customer's shipments as well as the infrastructure to collect comprehensive data on each transaction and user engagement with our technology. Our data have a complex underlying network structure and unique supply/demand equilibrium constraints. In this talk, I will review my exploratory work to create a synthetic dataset of bidding behavior that exhibits interference and evaluate analysis of a 2-stage randomization design experiment. My goal is to provide insight into the intricacies of a digital marketplace, using Convoy as a specific example, and difficulties with applying solutions developed for the general interference setting.