this question to a classmate, You bring up a valid concern regarding the labor intensity of creating region-specific landing pages. While the process might seem resource-heavy at first glance, there are ways to manage this more efficiently. One approach could be to create templates that can be easily adapted for different regions, rather than starting from scratch for each location. This would streamline the content creation process and allow the team to make minor adjustments based on location-specific information, like local preferences or seasonal trends. As for comparison testing (A/B testing), it can definitely be cost-effective when scaled up, especially with automation tools that help manage large datasets. Platforms like Google Optimize or Optimizely allow businesses to conduct A/B tests without needing to manually oversee each variation. While it may require upfront investment in content creation and testing infrastructure, the long-term gainslike improved conversion rates and more tailored marketing strategiescould offset those initial costs. In fact, regionalized and personalized content tends to generate better engagement and higher sales, which makes the extra effort worthwhile. Ultimately, balancing automation with strategic oversight can help maintain efficiency while scaling geographically targeted content