There is no consensus on the definition of recovery of people with psychosis. This may be attributed to the broad concept including clinical, functional and personal recovery domains and the diverse interests of stakeholders involved. We hypothesized that service users, informal caregivers and healthcare professionals would exhibit differences in prioritization, reflecting varying roles and viewpoints. Through an open online anonymous questionnaire, stakeholders shared their perspectives on most important aspects of clinical, functional and personal recovery and on facilitators and barriers of recovery. Stakeholder collaboration in study design and interpretation enhanced the study’s robustness. The answers on open questions of respondents were categorized for statistical analyses to compare the answers between respondent groups on the different aspects of recovery. 226 stakeholders participated. While commonalities prevailed, distinctions emerged in recovery domain priorities. Service users and informal caregivers accorded equal importance to clinical, functional and personal recovery, whereas healthcare professionals emphasized clinical recovery. Regarding functional recovery, service users seemed to focus on practical issues while informal caregivers addressed the underlying causes. Disparities were notable in the role of healthcare that was considered as both a facilitator or a barrier to recovery, with informal caregivers prioritizing aspects of healthcare more frequently as most important than healthcare professionals. While commonalities prevailed, we identified several differences in prioritizing recovery domains among stakeholder groups. Awareness and understanding of these differences is crucial for effective communication and collaboration between stakeholders in recovery-oriented healthcare. The study underscores the need for ongoing dialogue between stakeholders.