Do you use Common Crawl? It seems like a pretty big corpus, reasonably up-to-date and free. It seems like a good way to supplement the page data from the browser extension.
"It may seem like Common Crawl would suffice for this purpose, but it has poor coverage outside of the US and its update frequency is not realistic for use in a search engine."