Let $Γ$ be a non-elementary relatively hyperbolic group with a finite generating set. Consider a finitely supported admissible and symmetric probability measure $μ$ on $Γ$ and a probability measure $ν$ on $\mathbb{N}$ with mean $r$. Let $\mathrm{BRW}(Γ,ν,μ)$ be the branching random walk on $Γ$ with offspring distribution $ν$ and base motion given by the random walk with step distribution $μ$. It is known that for $1 < r \leq R$ with $R$ the radius of convergence for the Green function of the random walk, the population of $\mathrm{BRW}(Γ,ν,μ)$ survives forever, but eventually vacates every finite subset of $Γ$. We prove that in this regime, the growth rate of the trace of the branching random walk is equal to the growth rate $ω_Γ(r)$ of the Green function of the underlying random walk. We also prove that the Hausdorff dimension of the limit set $Λ(r)$, which is the random subset of the Bowditch boundary consisting of all accumulation points of the trace of $\mathrm{BRW}(Γ,ν,μ)$, is equal to a constant times $ω_Γ(r)$.