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Aim: Identify and map international evidence regarding innovations led by or involving advanced practice nurses in response to COVID‐19. Background: COVID‐19 necessitated unprecedented innovation in the organization and delivery of healthcare. Although advanced practice nurses have played a pivotal role during the pandemic, evidence of their contributions to innovations has not been synthesized. Evidence is needed to inform policies, practices, and research about the optimal use of advanced practice nurses. Methods: A scoping review was conducted and reported using the PRISMA‐ScR checklist. Electronic databases were searched for peer‐reviewed articles published between January 2020 and December 2021. Papers were included that focused on innovations emerging in response to COVID‐19 and involved advanced practice nurses. Results: Fifty‐one articles were included. Four themes were identified including telehealth, supporting and transforming care, multifaceted approaches, and provider education. Half of the articles used brief and mostly noncomparative approaches to evaluate innovations. Conclusion: This is the first synthesis of international evidence examining the contributions of advanced practice nurses during the pandemic. Advanced practice nurses provided leadership for the innovation needed to rapidly respond to healthcare needs resulting from COVID‐19. Innovations challenged legislative restrictions on practice, enabled implementation of telehealth and new models of care, and promoted evidence‐informed and patient‐centered care. Implications for practice: Advanced practice nurses led, designed, implemented, and evaluated innovations in response to COVID‐19. They facilitated the use of telehealth, supported or transformed models of care, and enabled health providers through education, mentorship, and mental health support. Implication for policy: Advanced practice nurses are a critical resource for innovation and health system improvement. Permanent removal of legislative and regulatory barriers to their full scope of practice is needed. [ABSTRACT FROM AUTHOR]