"So much so" in the example you mentioned is used for emphasis. The sentence can also be reformulated the following way: The path was so overgrown with grass that I could easily have missed it altogether . Pretty much the same thing.
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Xerxes"So much so" in the example you mentioned is used for emphasis.Right, used for emphasis, but only after the first comment has been made.