The document discusses various ways that analytics data from websites can be misleading due to issues with attribution. It identifies scenarios where last-click attribution may not accurately capture conversions from desktop apps, files, secure sites, and mobile apps. The document then recommends strategies for campaign tagging and customizing attribution models to better understand multi-channel interactions and attribute conversions across different marketing channels and sources.