diff --git a/includes/data-stores/class-wc-product-variation-data-store-cpt.php b/includes/data-stores/class-wc-product-variation-data-store-cpt.php
index 1a6aa4a0a1b..290a8c18a3c 100644
--- a/includes/data-stores/class-wc-product-variation-data-store-cpt.php
+++ b/includes/data-stores/class-wc-product-variation-data-store-cpt.php
@@ -287,6 +287,7 @@ class WC_Product_Variation_Data_Store_CPT extends WC_Product_Data_Store_CPT impl
 			'tax_class'         => get_post_meta( $product->get_parent_id(), '_tax_class', true ),
 			'shipping_class_id' => absint( current( $this->get_term_ids( $product->get_parent_id(), 'product_shipping_class' ) ) ),
 			'image_id'          => get_post_thumbnail_id( $product->get_parent_id() ),
+			'purchase_note'     => get_post_meta( $product->get_parent_id(), '_purchase_note', true ),
 		) );
 
 		// Pull data from the parent when there is no user-facing way to set props.