We use a formal model to consider how increased transparency into market conditions could affect the prevalence of collusion. Our findings on the ambiguous welfare implications of reduced uncertainty contribute to the emerging literature on how algorithms, artificial intelligence (AI), and “big data” in market intelligence applications may affect competition.