Question

Which dimension determines the product matrix dimension?

Answer 1

\[\large\textbf A_{lm}\times\textbf B_{mn}=\textbf C_{ln}\]

Answer 2

but the inner, outer, cross multiplied dimensions, or the first row of each matrix?

Answer 3

the dimensions fo the produced matrix are equal to
the number of rows of A x the columns of B