Marketers are making a scalability mistake by relying heavily on chat-based workflows with AI tools like ChatGPT, Claude, and Gemini. Instead, they should focus on creating structured, reusable prompts that can deliver consistent results for recurring tasks, thereby improving efficiency and scalability in their marketing efforts.