We offer three recommendations to increase COVID-19 vaccination rates . First, use communication campaigns leveraging evidence-based levers and argumentation tools with experts . Second, use behavioral insights to make vaccination more accessible . Third, help early adopters communicate about their decision to be vaccinated to accelerate the emergence of pro-vaccination norms.