After identifying the main stakeholders, the next step for a project manager is to analyze them. This involves understanding their levels of interest, influence, and potential impact on the project. Stakeholder analysis is crucial to develop strategies for engaging stakeholders and planning communication throughout the project lifecycle. It helps in categorizing stakeholders and determining how best to involve them in the project.