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Web pages have a timeline in the form of a scroll bar on the right

Actually that's a cool idea, put a graph on the scroll bar which shows where most people spent their time, same as the Youtube widget.

Medium kinda does something like this by highlighting the most shared part. Alternatively, you can also use AI to summarize the text on web pages.