The project scope plan template defines project boundaries, objectives, and deliverables, ensuring a clear understanding among stakeholders and preventing scope creep. Key components include project objectives, deliverables, milestones, assumptions, and stakeholder roles. Benefits of using the template are improved clarity, communication, risk management, and resource allocation, while common challenges include managing changes and misalignment among stakeholders.