To seamlessly scale the web server for an e-commerce store during an annual sale, it's best to allow the load to trigger adjustments to the resources. This approach uses autoscaling to automatically adjust the number of active servers based on the current load, ensuring an automated change that is cost-effective. Reference: CompTIA Cloud+ Study Guide (Exam CV0-004) - Chapter on Cloud Scalability