diff --git a/plugins/woocommerce-admin/packages/navigation/src/filters.js b/plugins/woocommerce-admin/packages/navigation/src/filters.js
index 6e724e24a8c..0a008c4108d 100644
--- a/plugins/woocommerce-admin/packages/navigation/src/filters.js
+++ b/plugins/woocommerce-admin/packages/navigation/src/filters.js
@@ -109,6 +109,13 @@ export function getQueryFromActiveFilters( activeFilters, query, config ) {
 		return data;
 	}, {} );
 	const nextData = activeFilters.reduce( ( data, filter ) => {
+		if (
+			'between' === filter.rule &&
+			( ! Array.isArray( filter.value ) || filter.value.some( value => ! value ) )
+		) {
+			return data;
+		}
+
 		if ( filter.value ) {
 			data[ getUrlKey( filter.key, filter.rule ) ] = filter.value;
 		}
diff --git a/plugins/woocommerce-admin/packages/navigation/src/test/filters.js b/plugins/woocommerce-admin/packages/navigation/src/test/filters.js
index d70dac6fcc6..bfefb0a90f8 100644
--- a/plugins/woocommerce-admin/packages/navigation/src/test/filters.js
+++ b/plugins/woocommerce-admin/packages/navigation/src/test/filters.js
@@ -126,6 +126,20 @@ describe( 'getQueryFromActiveFilters', () => {
 		expect( nextQuery.with_select_is ).toBeUndefined();
 		expect( nextQuery.with_search_includes ).toBeUndefined();
 	} );
+
+	it( 'should only reflect complete filters with multiple values', () => {
+		const activeFilters = [
+			{ key: 'valid_date', rule: 'between', value: [ '2018-04-04', '2018-04-10' ] },
+			{ key: 'invalid_date_1', rule: 'between', value: [ '2018-04-04', undefined ] },
+			{ key: 'invalid_date_2', rule: 'between', value: '2018-04-04' },
+		];
+		const query = {};
+		const nextQuery = getQueryFromActiveFilters( activeFilters, query, config );
+
+		expect( nextQuery.valid_date_between ).toBeDefined();
+		expect( nextQuery.invalid_date_1_between ).toBeUndefined();
+		expect( nextQuery.invalid_date_2_between ).toBeUndefined();
+	} );
 } );
 
 describe( 'getDefaultOptionValue', () => {