The moon is much smaller than earth, which makes its gravity much weaker, which means you go much slower to orbit it.
As an example Apollo’s lunar orbital speed was 3,600 mph. The speed of low earth orbit is 17,895 mph.
Sure that’s fast, but nowhere near as fast as Earth orbit and so much easier to achieve with a small rocket.
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