Electric Potential at a point is the amount of work done to move a 1 unit positive charge from an infinite distance to that point against the external electric field

Electric potential depends on the external electric field on that point.

It would not depend on the charge present at that point.

As external electric field is due to some other charged body it depends on the charge of that body