  Consider a branching random walk $(V_u)_{u\in \mathcal T^{IGW}}$ in $\mathbb
Z^d$ with the genealogy tree $\mathcal T^{IGW}$ formed by a sequence of i.i.d.
critical Galton-Watson trees. Let $R_n $ be the set of points in $\mathbb Z^d$
visited by $(V_u)$ when the index $u$ explores the first $n$ subtrees in
$\mathcal T^{IGW}$. Our main result states that for $d\in \{3, 4, 5\}$, the
capacity of $R_n$ is almost surely equal to $n^{\frac{d-2}{2}+o(1)}$ as $n \to
\infty$.
