The linea aspera provides a broad, vertical anchor along the length of the femoral shaft. Because the muscle fibers run horizontally and inferiorly from the pubic bone to this ridge, they are perfectly oriented to pull the femur medially.
In summary, the insertion of the adductor magnus is a masterclass in functional anatomy. It is not a singular attachment but a spectrum: adductor magnus insertion