No recovery-related surveillance system exists, but given the evidence of effectiveness and growing supply, a house- and resident-level recovery house (RH) surveillance system could be beneficial for data collection on recovery support service (RSS) engagement, and retention; for improved standardization of RH programs and services; and for identification of outcomes associated with long-term recovery. This study explored current data collection practices at the resident and house level through qualitative focus interviews of RH representatives.