It is OK to remove it on product card. But once product is favorited, we will display a favorite icon on the product card to remind patient that this product was favorited before.

We have hidden the favorite icon for Guest View. Adding the favorites icon to each product card could make the homepage look busier, especially on mobile devices. On smaller screens, users might accidentally click the favorites icon while scrolling and not easy to click as well.