I want to customize the PDF according to my needs including color, layout, font etc. How can I do that?
You can change the layout individually for header, PDF body, and footer by simply following the path given below
Woocommerce→ Admin dashboard→ WP Swings→ PDF Generator For Wp→ PDF Settings
