Abstract Digital tools are used widely to plan and manage urban forests for sustainability. We conducted a scoping review to investigate how researchers use and envision integrating digital tools into urban forestry. Employing content analysis, we identified and analyzed which urban forest variables are studied, how decision-making is understood, and who this research empowers.