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From a billing perspective, you should have work shown and tracked. For example, x hours on content, x hours on technical tweaks and what those tweaks were, and so on. Bonus points if you can log in anywhere and check that the work was done (e.g. WordPress to see page history.)
Everyone else will tell you what other metrics the reports should contain, but as the client this is also what you want to see.
