diff --git a/app/Helpers/Global/proxy_helper.php b/app/Helpers/Global/proxy_helper.php
index 23eeaff..3471e36 100644
--- a/app/Helpers/Global/proxy_helper.php
+++ b/app/Helpers/Global/proxy_helper.php
@@ -52,15 +52,15 @@ function get_smartproxy_server()
 }
 
 if (! function_exists('calculate_smartproxy_cost')) {
-    function calculate_smartproxy_cost(float $kb, $amplifier = 1)
+    function calculate_smartproxy_cost(float $kb, $type = 'rotating_global')
     {
-        $cost_per_gb = config('platform.proxy.smartproxy.rotating_global.cost_per_gb');
+        $cost_per_gb = config("platform.proxy.smartproxy.{$type}.cost_per_gb");
 
         // Convert cost per GB to cost per KB
         $cost_per_kb = $cost_per_gb / (1024 * 1024);
 
         // Calculate total cost for the given $kb
-        $cost = ($cost_per_kb * $kb) * $amplifier;
+        $cost = ($cost_per_kb * $kb);
 
         return round($cost, 3);
     }
diff --git a/app/Jobs/Tasks/SaveShopeeSellerImagesTask.php b/app/Jobs/Tasks/SaveShopeeSellerImagesTask.php
index 9b997de..2fc3c37 100644
--- a/app/Jobs/Tasks/SaveShopeeSellerImagesTask.php
+++ b/app/Jobs/Tasks/SaveShopeeSellerImagesTask.php
@@ -219,7 +219,7 @@ private static function filterImages(array $images, string $proxy, string $user_
                     ];
                     $image['color_counts'] = self::isMostlyTextBasedOnUniqueColors($interventionImage);
                     //$image['img'] = $interventionImage;
-                    $costs['count-'.$count] = calculate_smartproxy_cost($sizeKb);
+                    $costs['count-'.$count] = calculate_smartproxy_cost($sizeKb, 'rotating_global');
 
                     $filteredImages[] = $image;
 
@@ -240,17 +240,22 @@ private static function filterImages(array $images, string $proxy, string $user_
             $colorCounts[] = $image['color_counts'];
         }
 
-        // Compute the median of the color counts
-        sort($colorCounts);
-        $count = count($colorCounts);
-        $middleIndex = floor($count / 2);
-        $median = $count % 2 === 0 ? ($colorCounts[$middleIndex - 1] + $colorCounts[$middleIndex]) / 2 : $colorCounts[$middleIndex];
+        if (! empty($colorCounts)) {
+            // Compute the median of the color counts
+            sort($colorCounts);
+            $count = count($colorCounts);
+            $middleIndex = floor($count / 2);
+            $median = $count % 2 === 0 ? ($colorCounts[$middleIndex - 1] + $colorCounts[$middleIndex]) / 2 : $colorCounts[$middleIndex];
 
-        // Use the median to filter out the low outliers
-        $threshold = 0.10 * $median;  // Adjust this percentage as needed
-        $filteredImages = array_filter($filteredImages, function ($image) use ($threshold) {
-            return $image['color_counts'] > $threshold;
-        });
+            // Use the median to filter out the low outliers
+            $threshold = 0.10 * $median;  // Adjust this percentage as needed
+            $filteredImages = array_filter($filteredImages, function ($image) use ($threshold) {
+                return $image['color_counts'] > $threshold;
+            });
+        } else {
+            // No images found
+            $filteredImages = []; // Clear the array or take any other appropriate action
+        }
 
         usort($filteredImages, function ($a, $b) {
             return $b['sizeKb'] <=> $a['sizeKb'];  // Using the spaceship operator to sort in descending order
@@ -296,7 +301,7 @@ private static function getProductImage(array $jsonLdData, string $proxy, string
                             $sizeInKb = strlen($interventionImage->encode()) / 1024; // Convert bytes to kilobytes
 
                             // Calculate the cost
-                            $cost = calculate_smartproxy_cost($sizeInKb);
+                            $cost = calculate_smartproxy_cost($sizeInKb, 'rotating_global');
 
                             $costs['product_image'] = $cost;
 
diff --git a/app/Jobs/Tasks/UrlCrawlerTask.php b/app/Jobs/Tasks/UrlCrawlerTask.php
index d9c6972..41a3853 100644
--- a/app/Jobs/Tasks/UrlCrawlerTask.php
+++ b/app/Jobs/Tasks/UrlCrawlerTask.php
@@ -64,6 +64,7 @@ public static function handle(string $url, $directory, $postfix = null, $strip_h
                         ->get($cached_url);
 
                     if ($response->successful()) {
+                      //$costs['html_proxy'] = calculate_smartproxy_cost()
                         $raw_html = $response->body();
                         // ... your logic here ...
                     } else {
@@ -274,7 +275,7 @@ private static function filterImages(array $images, string $proxy, string $user_
                     ];
                     $image['color_counts'] = self::isMostlyTextBasedOnUniqueColors($interventionImage);
                     //$image['img'] = $interventionImage;
-                    $costs['count-'.$count] = calculate_smartproxy_cost($sizeKb);
+                    $costs['count-'.$count] = calculate_smartproxy_cost($sizeKb, 'rotating_global');
 
                     $filteredImages[] = $image;
 
@@ -357,7 +358,7 @@ private static function getProductImage(array $jsonLdData, string $proxy, string
                             $sizeInKb = strlen($interventionImage->encode()) / 1024; // Convert bytes to kilobytes
 
                             // Calculate the cost
-                            $cost = calculate_smartproxy_cost($sizeInKb);
+                            $cost = calculate_smartproxy_cost($sizeInKb, 'rotating_global');
 
                             $costs['product_image'] = $cost;