Explanation

incorrect: They said to us, "Are you leaving tomorrow."?

correct: They asked us if we were leaving the next day

Rules:

Said changes to asked.

Remove inverted commas. 

Make it simple from interrogative.

Add if.

Tomorrow changes to the next day.