Social media algorithms significantly influence voter behavior by curating information in ways that shape political engagement. These algorithms often prioritize content that aligns with users' existing beliefs, creating echo chambers that reinforce political identities. This personalization can enhance voter mobilization but may also lead to polarization and misinformation. As users interact with tailored content, their perceptions and engagement levels are profoundly affected, ultimately shaping electoral outcomes and impacting the broader political landscape.