Page One Engine is a software tool that helps optimize websites for search engine rankings. A video is available on YouTube demonstrating how Page One Engine works and the benefits it provides for improving a site's visibility and traffic from search engines like Google. The tool analyzes websites to identify issues and opportunities for enhancement to help the site rank higher in search results.