Answer
False
Work Step by Step
Given $nullity ([A][B]) =0$
We can notice that matrix $[A][B]$ has $2n$ columns and $n$ rows. Then $rank ([A][B]) \leq n$. From the rank nullity theorem, we have $nullity ([A][B])\geq n \gt 0$
The statement is not true.