No and yes. For any group $G$ the group $G^{\mathbb{N}}$ satisfies this property with $\phi$ given by the forward shift
$$\phi(g_1, g_2, g_3, \dots) = (e, g_1, g_2, \dots).$$
We can also take, for example, the $p$-adic numbers $\mathbb{Z}_p$ with $\phi$ given by multiplication by $p$, for any prime $p$.