diff --git a/assets/js/src/segments/dynamic/dynamic_segments_filters/woocommerce.tsx b/assets/js/src/segments/dynamic/dynamic_segments_filters/woocommerce.tsx
index 863eb8cf74..65f922cf8c 100644
--- a/assets/js/src/segments/dynamic/dynamic_segments_filters/woocommerce.tsx
+++ b/assets/js/src/segments/dynamic/dynamic_segments_filters/woocommerce.tsx
@@ -10,13 +10,17 @@ import {
   WooCommerceFormItem,
 } from '../types';
 import { SegmentFormData } from '../segment_form_data';
+import { Grid } from '../../../common/grid';
+import Input from '../../../common/form/input/input';
 
 export const WooCommerceOptions = [
+  { value: 'numberOfOrders', label: MailPoet.I18n.t('wooNumberOfOrders'), group: SegmentTypes.WooCommerce },
   { value: 'purchasedCategory', label: MailPoet.I18n.t('wooPurchasedCategory'), group: SegmentTypes.WooCommerce },
   { value: 'purchasedProduct', label: MailPoet.I18n.t('wooPurchasedProduct'), group: SegmentTypes.WooCommerce },
 ];
 
 enum WooCommerceActionTypes {
+  NUMBER_OF_ORDERS = 'numberOfOrders',
   PURCHASED_CATEGORY = 'purchasedCategory',
   PURCHASED_PRODUCT = 'purchasedProduct',
 }
@@ -35,6 +39,9 @@ export function validateWooCommerce(formItems: WooCommerceFormItem): boolean {
   if (formItems.action === 'purchasedProduct' && !formItems.product_id) {
     return false;
   }
+  if (formItems.action === 'numberOfOrders' && (!formItems.number_of_orders_count || !formItems.number_of_orders_days || !formItems.number_of_orders_type)) {
+    return false;
+  }
   return true;
 }
 
@@ -54,8 +61,16 @@ export const WooCommerceFields: React.FunctionComponent<Props> = ({ onChange, it
     label: product.name,
   }));
 
+  const numberOfOrdersTypeOptions = [
+    { value: '=', label: 'equals' },
+    { value: '>', label: 'more than' },
+    { value: '<', label: 'less than' },
+  ];
+
+  let optionFields;
+
   if (item.action === WooCommerceActionTypes.PURCHASED_PRODUCT) {
-    return (
+    optionFields = (
       <Select
         isFullWidth
         placeholder={MailPoet.I18n.t('selectWooPurchasedProduct')}
@@ -68,19 +83,65 @@ export const WooCommerceFields: React.FunctionComponent<Props> = ({ onChange, it
         automationId="select-segment-product"
       />
     );
+  } else if (item.action === WooCommerceActionTypes.PURCHASED_CATEGORY) {
+    optionFields = (
+      <Select
+        isFullWidth
+        placeholder={MailPoet.I18n.t('selectWooPurchasedCategory')}
+        options={categoryOptions}
+        value={find(['value', item.category_id], categoryOptions)}
+        onChange={(option: SelectOption): void => compose([
+          onChange,
+          assign(item),
+        ])({ category_id: option.value })}
+        automationId="select-segment-category"
+      />
+    );
+  } else if (item.action === WooCommerceActionTypes.NUMBER_OF_ORDERS) {
+    if (!item.number_of_orders_type) {
+      item.number_of_orders_type = '=';
+    }
+
+    optionFields = (
+      <div>
+        <Grid.CenteredRow className="mailpoet-form-field">
+          <Select
+            options={numberOfOrdersTypeOptions}
+            value={find(['value', item.number_of_orders_type], numberOfOrdersTypeOptions)}
+            onChange={(option: SelectOption): void => compose([
+              onChange,
+              assign(item),
+            ])({ number_of_orders_type: option.value })}
+          />
+          <Input
+            type="number"
+            min={0}
+            value={item.number_of_orders_count || ''}
+            placeholder="count"
+            onChange={(event): void => compose([
+              onChange,
+              assign(item),
+            ])({ number_of_orders_count: event.target.value })}
+          />
+          <div>orders</div>
+        </Grid.CenteredRow>
+        <Grid.CenteredRow className="mailpoet-form-field">
+          <div>in the last</div>
+          <Input
+            type="number"
+            min={1}
+            value={item.number_of_orders_days || ''}
+            placeholder="days"
+            onChange={(event): void => compose([
+              onChange,
+              assign(item),
+            ])({ number_of_orders_days: event.target.value })}
+          />
+          <div>days</div>
+        </Grid.CenteredRow>
+      </div>
+    );
   }
 
-  return (
-    <Select
-      isFullWidth
-      placeholder={MailPoet.I18n.t('selectWooPurchasedCategory')}
-      options={categoryOptions}
-      value={find(['value', item.category_id], categoryOptions)}
-      onChange={(option: SelectOption): void => compose([
-        onChange,
-        assign(item),
-      ])({ category_id: option.value })}
-      automationId="select-segment-category"
-    />
-  );
+  return optionFields;
 };
diff --git a/assets/js/src/segments/dynamic/subscribers_calculator.ts b/assets/js/src/segments/dynamic/subscribers_calculator.ts
index 14cca7f016..cf324be732 100644
--- a/assets/js/src/segments/dynamic/subscribers_calculator.ts
+++ b/assets/js/src/segments/dynamic/subscribers_calculator.ts
@@ -26,6 +26,9 @@ const allowedItemKeys: string[] = [
   'days',
   'opens',
   'operator',
+  'number_of_orders_type',
+  'number_of_orders_count',
+  'number_of_orders_days',
 ];
 
 function loadCount(formItem: AnyFormItem): Promise<Result | void> {
diff --git a/assets/js/src/segments/dynamic/types.ts b/assets/js/src/segments/dynamic/types.ts
index 0ab52ab145..446239541d 100644
--- a/assets/js/src/segments/dynamic/types.ts
+++ b/assets/js/src/segments/dynamic/types.ts
@@ -35,6 +35,9 @@ export interface WooCommerceFormItem extends FormItem {
   action?: string;
   category_id?: string;
   product_id?: string;
+  number_of_orders_type?: string;
+  number_of_orders_count?: number;
+  number_of_orders_days?: number;
 }
 
 export interface EmailFormItem extends FormItem {
diff --git a/lib/API/JSON/v1/DynamicSegments.php b/lib/API/JSON/v1/DynamicSegments.php
index a698f3f80f..cdbb0dd4de 100644
--- a/lib/API/JSON/v1/DynamicSegments.php
+++ b/lib/API/JSON/v1/DynamicSegments.php
@@ -137,6 +137,8 @@ class DynamicSegments extends APIEndpoint {
         return WPFunctions::get()->__('Please select category.', 'mailpoet');
       case InvalidFilterException::MISSING_VALUE:
         return WPFunctions::get()->__('Please fill all required values.', 'mailpoet');
+      case InvalidFilterException::MISSING_NUMBER_OF_ORDERS_FIELDS:
+        return WPFunctions::get()->__('Please select a type for the comparison, a number of orders and a number of days.', 'mailpoet');
       default:
         return WPFunctions::get()->__('An error occurred while saving data.', 'mailpoet');
     }
diff --git a/lib/DI/ContainerConfigurator.php b/lib/DI/ContainerConfigurator.php
index 21f340c27e..553b7fe45b 100644
--- a/lib/DI/ContainerConfigurator.php
+++ b/lib/DI/ContainerConfigurator.php
@@ -271,8 +271,9 @@ class ContainerConfigurator implements IContainerConfigurator {
     $container->autowire(\MailPoet\Segments\DynamicSegments\Filters\EmailAction::class)->setPublic(true);
     $container->autowire(\MailPoet\Segments\DynamicSegments\Filters\EmailOpensAbsoluteCountAction::class)->setPublic(true);
     $container->autowire(\MailPoet\Segments\DynamicSegments\Filters\UserRole::class)->setPublic(true);
-    $container->autowire(\MailPoet\Segments\DynamicSegments\Filters\WooCommerceProduct::class)->setPublic(true);
     $container->autowire(\MailPoet\Segments\DynamicSegments\Filters\WooCommerceCategory::class)->setPublic(true);
+    $container->autowire(\MailPoet\Segments\DynamicSegments\Filters\WooCommerceNumberOfOrders::class)->setPublic(true);
+    $container->autowire(\MailPoet\Segments\DynamicSegments\Filters\WooCommerceProduct::class)->setPublic(true);
     $container->autowire(\MailPoet\Segments\DynamicSegments\SegmentSaveController::class)->setPublic(true);
     $container->autowire(\MailPoet\Segments\DynamicSegments\FilterDataMapper::class)->setPublic(true);
     // Services
diff --git a/lib/Segments/DynamicSegments/Exceptions/InvalidFilterException.php b/lib/Segments/DynamicSegments/Exceptions/InvalidFilterException.php
index b0e820595f..ee219ccd5b 100644
--- a/lib/Segments/DynamicSegments/Exceptions/InvalidFilterException.php
+++ b/lib/Segments/DynamicSegments/Exceptions/InvalidFilterException.php
@@ -15,5 +15,6 @@ class InvalidFilterException extends InvalidStateException {
   const MISSING_PRODUCT_ID = 7;
   const INVALID_EMAIL_ACTION = 8;
   const MISSING_VALUE = 9;
+  const MISSING_NUMBER_OF_ORDERS_FIELDS = 10;
 
 };
diff --git a/lib/Segments/DynamicSegments/FilterDataMapper.php b/lib/Segments/DynamicSegments/FilterDataMapper.php
index c7310326f9..90eba3e4ad 100644
--- a/lib/Segments/DynamicSegments/FilterDataMapper.php
+++ b/lib/Segments/DynamicSegments/FilterDataMapper.php
@@ -7,6 +7,7 @@ use MailPoet\Segments\DynamicSegments\Exceptions\InvalidFilterException;
 use MailPoet\Segments\DynamicSegments\Filters\EmailAction;
 use MailPoet\Segments\DynamicSegments\Filters\EmailOpensAbsoluteCountAction;
 use MailPoet\Segments\DynamicSegments\Filters\WooCommerceCategory;
+use MailPoet\Segments\DynamicSegments\Filters\WooCommerceNumberOfOrders;
 use MailPoet\Segments\DynamicSegments\Filters\WooCommerceProduct;
 
 class FilterDataMapper {
@@ -87,6 +88,13 @@ class FilterDataMapper {
     } elseif ($data['action'] === WooCommerceProduct::ACTION_PRODUCT) {
       if (!isset($data['product_id'])) throw new InvalidFilterException('Missing product', InvalidFilterException::MISSING_PRODUCT_ID);
       $filterData['product_id'] = $data['product_id'];
+    } elseif ($data['action'] === WooCommerceNumberOfOrders::ACTION_NUMBER_OF_ORDERS) {
+      if (!isset($data['number_of_orders_type']) || !isset($data['number_of_orders_count']) || !isset($data['number_of_orders_days'])) {
+        throw new InvalidFilterException('Missing required fields', InvalidFilterException::MISSING_NUMBER_OF_ORDERS_FIELDS);
+      }
+      $filterData['number_of_orders_type'] = $data['number_of_orders_type'];
+      $filterData['number_of_orders_count'] = $data['number_of_orders_count'];
+      $filterData['number_of_orders_days'] = $data['number_of_orders_days'];
     } else {
       throw new InvalidFilterException("Unknown action " . $data['action'], InvalidFilterException::MISSING_ACTION);
     }
diff --git a/lib/Segments/DynamicSegments/FilterHandler.php b/lib/Segments/DynamicSegments/FilterHandler.php
index d708e40821..351fdb230a 100644
--- a/lib/Segments/DynamicSegments/FilterHandler.php
+++ b/lib/Segments/DynamicSegments/FilterHandler.php
@@ -11,6 +11,7 @@ use MailPoet\Segments\DynamicSegments\Filters\EmailAction;
 use MailPoet\Segments\DynamicSegments\Filters\EmailOpensAbsoluteCountAction;
 use MailPoet\Segments\DynamicSegments\Filters\UserRole;
 use MailPoet\Segments\DynamicSegments\Filters\WooCommerceCategory;
+use MailPoet\Segments\DynamicSegments\Filters\WooCommerceNumberOfOrders;
 use MailPoet\Segments\DynamicSegments\Filters\WooCommerceProduct;
 use MailPoet\Segments\SegmentDependencyValidator;
 use MailPoetVendor\Doctrine\DBAL\Query\QueryBuilder;
@@ -29,6 +30,9 @@ class FilterHandler {
   /** @var WooCommerceCategory */
   private $wooCommerceCategory;
 
+  /** @var WooCommerceNumberOfOrders */
+  private $wooCommerceNumberOfOrders;
+
   /** @var EntityManager */
   private $entityManager;
 
@@ -45,12 +49,14 @@ class FilterHandler {
     WooCommerceProduct $wooCommerceProduct,
     WooCommerceCategory $wooCommerceCategory,
     EmailOpensAbsoluteCountAction $emailOpensAbsoluteCount,
-    SegmentDependencyValidator $segmentDependencyValidator
+    SegmentDependencyValidator $segmentDependencyValidator,
+    WooCommerceNumberOfOrders $wooCommerceNumberOfOrders
   ) {
     $this->emailAction = $emailAction;
     $this->userRole = $userRole;
     $this->wooCommerceProduct = $wooCommerceProduct;
     $this->wooCommerceCategory = $wooCommerceCategory;
+    $this->wooCommerceNumberOfOrders = $wooCommerceNumberOfOrders;
     $this->entityManager = $entityManager;
     $this->segmentDependencyValidator = $segmentDependencyValidator;
     $this->emailOpensAbsoluteCount = $emailOpensAbsoluteCount;
@@ -127,6 +133,8 @@ class FilterHandler {
         $action = $filterData->getParam('action');
         if ($action === WooCommerceProduct::ACTION_PRODUCT) {
           return $this->wooCommerceProduct->apply($queryBuilder, $filter);
+        } elseif ($action === WooCommerceNumberOfOrders::ACTION_NUMBER_OF_ORDERS) {
+          return $this->wooCommerceNumberOfOrders->apply($queryBuilder, $filter);
         }
         return $this->wooCommerceCategory->apply($queryBuilder, $filter);
       default:
diff --git a/lib/Segments/DynamicSegments/Filters/WooCommerceNumberOfOrders.php b/lib/Segments/DynamicSegments/Filters/WooCommerceNumberOfOrders.php
new file mode 100644
index 0000000000..4495e95f89
--- /dev/null
+++ b/lib/Segments/DynamicSegments/Filters/WooCommerceNumberOfOrders.php
@@ -0,0 +1,59 @@
+<?php
+
+namespace MailPoet\Segments\DynamicSegments\Filters;
+
+use MailPoet\Entities\DynamicSegmentFilterEntity;
+use MailPoet\Entities\SubscriberEntity;
+use MailPoetVendor\Carbon\Carbon;
+use MailPoetVendor\Doctrine\DBAL\Query\QueryBuilder;
+use MailPoetVendor\Doctrine\ORM\EntityManager;
+
+class WooCommerceNumberOfOrders implements Filter {
+  const ACTION_NUMBER_OF_ORDERS = 'numberOfOrders';
+
+  /** @var EntityManager */
+  private $entityManager;
+
+  public function __construct(EntityManager $entityManager) {
+    $this->entityManager = $entityManager;
+  }
+
+  public function apply(QueryBuilder $queryBuilder, DynamicSegmentFilterEntity $filter): QueryBuilder {
+    global $wpdb;
+    $subscribersTable = $this->entityManager->getClassMetadata(SubscriberEntity::class)->getTableName();
+    $filterData = $filter->getFilterData();
+    $type = $filterData->getParam('number_of_orders_type');
+    $count = $filterData->getParam('number_of_orders_count');
+    $days = $filterData->getParam('number_of_orders_days');
+
+    $date = Carbon::now()->subDays($days);
+
+    $queryBuilder->innerJoin(
+      $subscribersTable,
+      $wpdb->postmeta,
+      'postmeta',
+      "postmeta.meta_key = '_customer_user' AND $subscribersTable.wp_user_id=postmeta.meta_value"
+    )->leftJoin(
+      'postmeta',
+      $wpdb->posts,
+      'posts',
+      'posts.ID = postmeta.post_id AND posts.post_date >= :date AND postmeta.post_id NOT IN ( SELECT id FROM ' . $wpdb->posts . ' as p WHERE p.post_status IN ("wc-cancelled", "wc-failed"))'
+    )->setParameter(
+      'date', $date->toDateTimeString()
+    )->groupBy(
+      'inner_subscriber_id'
+    );
+
+    if ($type === '=') {
+      $queryBuilder->having("COUNT(posts.ID) = :count");
+    } elseif ($type === '>') {
+      $queryBuilder->having("COUNT(posts.ID) > :count");
+    } elseif ($type === '<') {
+      $queryBuilder->having("COUNT(posts.ID) < :count");
+    }
+
+    $queryBuilder->setParameter('count', $count);
+
+    return $queryBuilder;
+  }
+}
diff --git a/tests/unit/Segments/DynamicSegments/FilterDataMapperTest.php b/tests/unit/Segments/DynamicSegments/FilterDataMapperTest.php
index 5679952994..f76f5de886 100644
--- a/tests/unit/Segments/DynamicSegments/FilterDataMapperTest.php
+++ b/tests/unit/Segments/DynamicSegments/FilterDataMapperTest.php
@@ -7,6 +7,7 @@ use MailPoet\Segments\DynamicSegments\Exceptions\InvalidFilterException;
 use MailPoet\Segments\DynamicSegments\Filters\EmailAction;
 use MailPoet\Segments\DynamicSegments\Filters\EmailOpensAbsoluteCountAction;
 use MailPoet\Segments\DynamicSegments\Filters\WooCommerceCategory;
+use MailPoet\Segments\DynamicSegments\Filters\WooCommerceNumberOfOrders;
 use MailPoet\Segments\DynamicSegments\Filters\WooCommerceProduct;
 
 class FilterDataMapperTest extends \MailPoetUnitTest {
@@ -226,4 +227,35 @@ class FilterDataMapperTest extends \MailPoetUnitTest {
     $this->expectException(InvalidFilterException::class);
     $this->mapper->map($data);
   }
+
+  public function testItMapsWooCommerceNumberOfOrders() {
+    $data = [
+      'segmentType' => DynamicSegmentFilterData::TYPE_WOOCOMMERCE,
+      'action' => WooCommerceNumberOfOrders::ACTION_NUMBER_OF_ORDERS,
+      'number_of_orders_type' => '=',
+      'number_of_orders_count' => 2,
+      'number_of_orders_days' => 1,
+      'some_mess' => 'mess',
+    ];
+
+    $filter = $this->mapper->map($data);
+
+    unset($data['some_mess']);
+    $expectedResult = $data;
+
+    expect($filter)->isInstanceOf(DynamicSegmentFilterData::class);
+    expect($filter->getFilterType())->equals(DynamicSegmentFilterData::TYPE_WOOCOMMERCE);
+    expect($filter->getData())->equals($expectedResult);
+  }
+
+  public function testItRaisesExceptionWhenMappingWooCommerceNumberOfOrders() {
+    $this->expectException(InvalidFilterException::class);
+    $this->expectExceptionMessage('Missing required fields');
+    $this->expectExceptionCode(InvalidFilterException::MISSING_NUMBER_OF_ORDERS_FIELDS);
+
+    $this->mapper->map([
+      'segmentType' => DynamicSegmentFilterData::TYPE_WOOCOMMERCE,
+      'action' => WooCommerceNumberOfOrders::ACTION_NUMBER_OF_ORDERS,
+    ]);
+  }
 }
diff --git a/views/segments.html b/views/segments.html
index e67dfc87c5..2523487977 100644
--- a/views/segments.html
+++ b/views/segments.html
@@ -157,6 +157,7 @@
     'multipleDynamicSegmentsDeleted': __('%$1d segments were permanently deleted.'),
     'oneDynamicSegmentDeleted': __('1 segment was permanently deleted.'),
 
+    'wooNumberOfOrders': __('# of orders'),
     'wooPurchasedCategory': __('purchased in this category'),
     'wooPurchasedProduct': __('purchased this product'),
     'selectWooPurchasedCategory': __('Search category'),