diff --git a/Helper/Config.php b/Helper/Config.php
index b0c8826..c3d465c 100644
--- a/Helper/Config.php
+++ b/Helper/Config.php
@@ -4,6 +4,7 @@
  */
 
 declare(strict_types=1);
+
 namespace Aligent\PrerenderIo\Helper;
 
 use Magento\Framework\App\Config\ScopeConfigInterface;
@@ -13,6 +14,7 @@ class Config
 {
     private const XML_PATH_RECACHE_ENABLED = 'system/prerender_io/enabled';
     private const XML_PATH_PRERENDER_TOKEN = 'system/prerender_io/token';
+    private const XML_PATH_PRERENDER_USE_PRODUCT_CANONICAL_URL = 'system/prerender_io/use_product_canonical_url';
 
     /** @var ScopeConfigInterface  */
     private ScopeConfigInterface $scopeConfig;
@@ -36,7 +38,7 @@ public function isRecacheEnabled(?int $storeId = null): bool
     {
         return $this->scopeConfig->isSetFlag(
             self::XML_PATH_RECACHE_ENABLED,
-            ScopeInterface::SCOPE_STORE,
+            ScopeInterface::SCOPE_STORES,
             $storeId
         );
     }
@@ -51,7 +53,22 @@ public function getToken(?int $storeId = null): ?string
     {
         return $this->scopeConfig->getValue(
             self::XML_PATH_PRERENDER_TOKEN,
-            ScopeInterface::SCOPE_STORE,
+            ScopeInterface::SCOPE_STORES,
+            $storeId
+        );
+    }
+
+    /**
+     * Return if product canonical url configuration is enabled or not
+     *
+     * @param int|null $storeId
+     * @return string|null
+     */
+    public function isUseProductCanonicalUrlEnabled(?int $storeId = null): bool
+    {
+        return $this->scopeConfig->isSetFlag(
+            self::XML_PATH_PRERENDER_USE_PRODUCT_CANONICAL_URL,
+            ScopeInterface::SCOPE_STORES,
             $storeId
         );
     }
diff --git a/Model/Url/GetUrlsForProducts.php b/Model/Url/GetUrlsForProducts.php
index bfec571..31a3969 100644
--- a/Model/Url/GetUrlsForProducts.php
+++ b/Model/Url/GetUrlsForProducts.php
@@ -4,38 +4,32 @@
  */
 
 declare(strict_types=1);
+
 namespace Aligent\PrerenderIo\Model\Url;
 
-use Magento\Catalog\Model\Product;
-use Magento\Catalog\Model\ResourceModel\Product\CollectionFactory;
+use Aligent\PrerenderIo\Helper\Config;
 use Magento\Framework\Exception\NoSuchEntityException;
 use Magento\Store\Model\App\Emulation;
 use Magento\Store\Model\Store;
 use Magento\Store\Model\StoreManagerInterface;
+use Magento\UrlRewrite\Controller\Adminhtml\Url\Rewrite;
+use Magento\UrlRewrite\Model\UrlFinderInterface;
+use Magento\UrlRewrite\Service\V1\Data\UrlRewrite;
 
 class GetUrlsForProducts
 {
-    /** @var CollectionFactory  */
-    private CollectionFactory $productCollectionFactory;
-    /** @var StoreManagerInterface */
-    private StoreManagerInterface $storeManager;
-    /** @var Emulation */
-    private Emulation $emulation;
-
     /**
-     *
-     * @param CollectionFactory $productCollectionFactory
      * @param StoreManagerInterface $storeManager
      * @param Emulation $emulation
+     * @param UrlFinderInterface $urlFinder
+     * @param Config $prerenderConfigHelper
      */
     public function __construct(
-        CollectionFactory $productCollectionFactory,
-        StoreManagerInterface $storeManager,
-        Emulation $emulation
+        private readonly StoreManagerInterface $storeManager,
+        private readonly Emulation $emulation,
+        private readonly UrlFinderInterface $urlFinder,
+        private readonly Config $prerenderConfigHelper
     ) {
-        $this->productCollectionFactory = $productCollectionFactory;
-        $this->storeManager = $storeManager;
-        $this->emulation = $emulation;
     }
 
     /**
@@ -47,16 +41,6 @@ public function __construct(
      */
     public function execute(array $productIds, int $storeId): array
     {
-        $productCollection = $this->productCollectionFactory->create();
-        // do not ignore out of stock products
-        $productCollection->setFlag('has_stock_status_filter', true);
-        // if array of product ids is empty, just load all products
-        if (!empty($productIds)) {
-            $productCollection->addIdFilter($productIds);
-        }
-        $productCollection->setStoreId($storeId);
-        $productCollection->addUrlRewrite();
-
         try {
             /** @var Store $store */
             $store = $this->storeManager->getStore($storeId);
@@ -64,17 +48,33 @@ public function execute(array $productIds, int $storeId): array
             return [];
         }
 
+        $useProductCanonical = $this->prerenderConfigHelper->isUseProductCanonicalUrlEnabled($storeId);
+
+        $findByData = [
+            UrlRewrite::ENTITY_TYPE => Rewrite::ENTITY_TYPE_PRODUCT,
+            UrlRewrite::STORE_ID => $storeId,
+            UrlRewrite::ENTITY_ID =>  $productIds
+        ];
+
+        $urlRewrites = $this->urlFinder->findAllByData($findByData);
+
         $this->emulation->startEnvironmentEmulation($storeId);
         $urls = [];
-        /** @var Product $product */
-        foreach ($productCollection as $product) {
-            $urlPath = $product->getData('request_path');
-            if (empty($urlPath)) {
+
+        foreach ($urlRewrites as $urlRewrite) {
+            if (empty($urlRewrite->getRequestPath())) {
+                continue;
+            }
+
+            // Ignore the product URL with category path.
+            if ($useProductCanonical && $urlRewrite->getMetadata()) {
                 continue;
             }
             try {
-                // remove trailing slashes from urls
-                $urls[] = rtrim($store->getUrl($urlPath), '/');
+                // Generate direct URL to avoid Magento stopping at the 4th level onwards
+                $url = $store->getUrl('', ['_direct' => $urlRewrite->getRequestPath()]);
+                // Remove trailing slashes from urls
+                $urls[] = rtrim($url, '/');
             } catch (NoSuchEntityException $e) {
                 continue;
             }
diff --git a/etc/adminhtml/system.xml b/etc/adminhtml/system.xml
index e787bef..5f3435e 100644
--- a/etc/adminhtml/system.xml
+++ b/etc/adminhtml/system.xml
@@ -20,6 +20,11 @@
                         <field id="enabled">1</field>
                     </depends>
                 </field>
+                <field id="use_product_canonical_url" translate="label comment" type="select" sortOrder="40" showInDefault="1" showInWebsite="1" showInStore="1">
+                    <label>Use Canonical URL For Products</label>
+                    <comment>Ignore the non-canonical URLs which includes category paths for products.</comment>
+                    <source_model>Magento\Config\Model\Config\Source\Yesno</source_model>
+                </field>
             </group>
         </section>
     </system>
diff --git a/etc/config.xml b/etc/config.xml
new file mode 100644
index 0000000..d346dc2
--- /dev/null
+++ b/etc/config.xml
@@ -0,0 +1,11 @@
+<?xml version="1.0"?>
+<config xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:noNamespaceSchemaLocation="urn:magento:module:Magento_Store:etc/config.xsd">
+    <default>
+        <system>
+            <prerender_io>
+                <use_product_canonical_url>0</use_product_canonical_url>
+            </prerender_io>
+        </system>
+    </default>
+</config>
\ No newline at end of file