The most relevant reason among the options provided for why companies collect more data is:
To improve user interface design.
Companies gather data to better understand user behavior, preferences, and interactions, which can inform enhancements to their user interfaces, ultimately aiming to create a more intuitive and effective user experience. The other options do not align closely with common practices regarding data collection.