One risk of link building is engaging in practices that violate search engine guidelines, such as buying or exchanging links in a manipulative way. These tactics can result in penalties from search engines, leading to a decrease in rankings or even removal from search results altogether. It's crucial to focus on earning links naturally through valuable content and ethical outreach.