The negative impact of pH highlights the importance of maintaining acidic conditions for effective adsorption, particularly for charged PFAS species. The positive effects of surface area and pHpzc emphasize the role of adsorbent design in achieving high Kd values. These findings align with established principles of adsorption science and can guide the development of tailored remediation strategies.