hit it off
hit it off {v. phr.}, {informal}
To enjoy one another's company; be happy and comfortable in each other's presence.
Tom and Fred hit it off well with each other.
Mary and Jane hit it off from the first.
Syn.: GET ALONG.
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Source: A Dictionary of American Idioms