They're really good friends.

Mika Noguchi is not Ayumi's mother. Any interviews where Ayumi refers to Mika as "mama" will note that she is not a relative but the CEO of PeachJohn.

It seems to be a running joke between the two of them because Mika has referred to Ayu as her "daughter" in her blog.