diff --git a/assets/js/blocks/rating-filter/block.tsx b/assets/js/blocks/rating-filter/block.tsx
index 3b9894b07cc..64c8559504a 100644
--- a/assets/js/blocks/rating-filter/block.tsx
+++ b/assets/js/blocks/rating-filter/block.tsx
@@ -26,7 +26,7 @@ import FilterSubmitButton from '@woocommerce/base-components/filter-submit-butto
 import FilterResetButton from '@woocommerce/base-components/filter-reset-button';
 import FormTokenField from '@woocommerce/base-components/form-token-field';
 import { addQueryArgs, removeQueryArgs } from '@wordpress/url';
-import { changeUrl } from '@woocommerce/utils';
+import { changeUrl, normalizeQueryParams } from '@woocommerce/utils';
 import classnames from 'classnames';
 import { difference } from 'lodash';
 import type { ReactElement } from 'react';
@@ -144,7 +144,7 @@ const RatingFilterBlock = ( {
 				QUERY_PARAM_KEY
 			);
 
-			if ( url !== window.location.href ) {
+			if ( url !== normalizeQueryParams( window.location.href ) ) {
 				changeUrl( url );
 			}
 
@@ -155,7 +155,7 @@ const RatingFilterBlock = ( {
 			[ QUERY_PARAM_KEY ]: checkedRatings.join( ',' ),
 		} );
 
-		if ( newUrl === window.location.href ) {
+		if ( newUrl === normalizeQueryParams( window.location.href ) ) {
 			return;
 		}
 
diff --git a/assets/js/blocks/stock-filter/block.tsx b/assets/js/blocks/stock-filter/block.tsx
index 37d8dda9da9..12e4dd6433c 100644
--- a/assets/js/blocks/stock-filter/block.tsx
+++ b/assets/js/blocks/stock-filter/block.tsx
@@ -32,7 +32,11 @@ import isShallowEqual from '@wordpress/is-shallow-equal';
 import { decodeEntities } from '@wordpress/html-entities';
 import { isBoolean, objectHasProp } from '@woocommerce/types';
 import { addQueryArgs, removeQueryArgs } from '@wordpress/url';
-import { changeUrl, PREFIX_QUERY_ARG_FILTER_TYPE } from '@woocommerce/utils';
+import {
+	changeUrl,
+	PREFIX_QUERY_ARG_FILTER_TYPE,
+	normalizeQueryParams,
+} from '@woocommerce/utils';
 import { difference } from 'lodash';
 import classnames from 'classnames';
 
@@ -224,7 +228,7 @@ const StockStatusFilterBlock = ( {
 				QUERY_PARAM_KEY
 			);
 
-			if ( url !== window.location.href ) {
+			if ( url !== normalizeQueryParams( window.location.href ) ) {
 				changeUrl( url );
 			}
 
@@ -235,7 +239,7 @@ const StockStatusFilterBlock = ( {
 			[ QUERY_PARAM_KEY ]: checkedOptions.join( ',' ),
 		} );
 
-		if ( newUrl === window.location.href ) {
+		if ( newUrl === normalizeQueryParams( window.location.href ) ) {
 			return;
 		}
 
diff --git a/assets/js/utils/filters.ts b/assets/js/utils/filters.ts
index 98548288fba..5faf1743bb3 100644
--- a/assets/js/utils/filters.ts
+++ b/assets/js/utils/filters.ts
@@ -1,7 +1,7 @@
 /**
  * External dependencies
  */
-import { getQueryArg } from '@wordpress/url';
+import { getQueryArg, getQueryArgs, addQueryArgs } from '@wordpress/url';
 import { getSettingWithCoercion } from '@woocommerce/settings';
 import { isBoolean } from '@woocommerce/types';
 
@@ -39,3 +39,13 @@ export function changeUrl( newUrl: string ) {
 		window.history.replaceState( {}, '', newUrl );
 	}
 }
+
+/**
+ * Run the query params through buildQueryString to normalise the params.
+ *
+ * @param {string} url URL to encode the search param from.
+ */
+export const normalizeQueryParams = ( url: string ) => {
+	const queryArgs = getQueryArgs( url );
+	return addQueryArgs( url, queryArgs );
+};
diff --git a/assets/js/utils/test/filters.js b/assets/js/utils/test/filters.js
new file mode 100644
index 00000000000..6fff2418715
--- /dev/null
+++ b/assets/js/utils/test/filters.js
@@ -0,0 +1,27 @@
+/**
+ * Internal dependencies
+ */
+import { normalizeQueryParams } from '../filters';
+
+describe( 'normalizeQueryParams', () => {
+	test( 'does not change url if there is no query params', () => {
+		const input = 'https://example.com';
+		const expected = 'https://example.com';
+
+		expect( normalizeQueryParams( input ) ).toBe( expected );
+	} );
+
+	test( 'does not change search term if there is no special character', () => {
+		const input = 'https://example.com?foo=bar&s=asdf1234&baz=qux';
+		const expected = 'https://example.com?foo=bar&s=asdf1234&baz=qux';
+
+		expect( normalizeQueryParams( input ) ).toBe( expected );
+	} );
+
+	test( 'decodes single quote characters', () => {
+		const input = 'https://example.com?foo=bar%27&s=asd%27f1234&baz=qux%27';
+		const expected = "https://example.com?foo=bar'&s=asd'f1234&baz=qux'";
+
+		expect( normalizeQueryParams( input ) ).toBe( expected );
+	} );
+} );