Email Service Providers (ESPs) play a critical role in preventing spam by implementing filters and security measures. They monitor outgoing email traffic for patterns indicative of spam and enforce policies to ensure compliance with anti-spam laws. ESPs also provide tools for list management and email authentication, which help legitimate businesses maintain high deliverability rates.