Imagine there is a uniform electric field $\vec{E}$ then for a particle with charge $q$ the force acting on that particle is $\vec{F}=q\vec{E}$. So the acceleration will be
$$\vec{F}=\frac{q\vec{E}}{m}$$
Notice that if we double the charge the acceleration will also be doubled.
Imagine there is a uniform newtonian gravitaional field $\vec{g}$ then for a particle with inertial mass $m_i$ and gravitational mass $m_g$ the force acting on that particle is $\vec{F}=m_g\vec{g}$. So the acceleration will be
$$\vec{F}=\frac{m_g\vec{g}}{m_i}=\vec{g}\text{ since }m_i=m_g$$
Notice that if we double the $m_g$ the acceleration will not be doubled.
In that sense, all particles have the same gravitational charge which is +1.
The main difference compared to the electric field case is that q and m are independent, but $m_i$ and $m_g$ are not independent.