You can find previously purchased icons by clicking on the "Downloads" and "Purchases" icons next to your name on the upper right corner, as in the screenshot below. The Downloads tab stores all downloaded icons and the Purchases tab includes all the purchased icons, as their names point. When bookmarking icons, they will appear in the Collections tab, pictured as a bookmark icon.

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