Advocacy groups influence public policy through various activities such as lobbying, public campaigns, and direct engagement with policymakers. They often work to shape legislation that affects business regulations, tax policies, and funding opportunities. By presenting a unified voice, they can more effectively argue for changes that benefit the entrepreneurial community.