Tracking URL Changes in Crawls

I'm looking for a way to monitor changes in the URLs on a site when I have weekly crawls of the site. Essentially I'd like to find a way of knowing if certain URLs I crawl are disappearing and reappearing over time.

I've considered using a CountIF but this only finds if the URL is in the set.