diff --git a/app/service/AdsInsightService.php b/app/service/AdsInsightService.php
index 03d90a6..8133941 100644
--- a/app/service/AdsInsightService.php
+++ b/app/service/AdsInsightService.php
@@ -71,7 +71,7 @@ class AdsInsightService
             return json_decode($cachedData, true);
         }
         // 没有缓存时重新计算
-        $countData = self::calculateCountData($merchantId,$customerIds, $startDate, $endDate);
+        $countData = self::calculateCountData($merchantId, $customerIds, $startDate, $endDate);
 
         // 缓存到 Redis，有效期 10 分钟
         Redis::setex($redisKey, 600, json_encode($countData));
@@ -89,7 +89,7 @@ class AdsInsightService
             [$startDate, $endDate] = self::getLastWeekDateRange();
         }
         return [
-            'account_list_count' => self::getAccountListCount($merchantId,$customerIds, $startDate, $endDate),
+            'account_list_count' => self::getAccountListCount($merchantId, $customerIds, $startDate, $endDate),
             'campaign_list_count' => self::getCampaignListCount($customerIds, $startDate, $endDate),
             'adset_list_count' => self::getAdsetListCount($customerIds, $startDate, $endDate),
             'ad_list_count' => self::getAdListCount($customerIds, $startDate, $endDate),
@@ -133,9 +133,9 @@ class AdsInsightService
     /**
      * 获取账户列表的 count
      */
-    protected static function getAccountListCount($merchantId,$customerIds, $startDate, $endDate)
+    protected static function getAccountListCount($merchantId, $customerIds, $startDate, $endDate)
     {
-        return self::getAccountList(0, $merchantId,$customerIds, 1, 1, '', $startDate, $endDate, false, true);
+        return self::getAccountList(0, $merchantId, $customerIds, 1, 1, '', $startDate, $endDate, false, true);
     }
 
     /**
@@ -143,7 +143,7 @@ class AdsInsightService
      */
     protected static function getCreativeListCount(array $customerIds, $startDate, $endDate)
     {
-        return self::getCreativeInsightData(0, $customerIds, 1, 1, '', $startDate, $endDate, false,true);
+        return self::getCreativeInsightData(0, $customerIds, 1, 1, '', $startDate, $endDate, false, true);
     }
 
     /**
@@ -721,7 +721,7 @@ class AdsInsightService
         }
     }
 
-    public static function exportCreativesToExcel($platformType, $customerIds, $page, $pageSize, $keyword, $startDate = null, $endDate = null,$requireSpend = false)
+    public static function exportCreativesToExcel($platformType, $customerIds, $page, $pageSize, $keyword, $startDate = null, $endDate = null, $requireSpend = false)
     {
         // 获取广告创意数据
         $creativeList = self::getCreativeInsightData($platformType, $customerIds, $page, $pageSize, $keyword, $startDate, $endDate, $requireSpend, false);
@@ -1428,26 +1428,47 @@ class AdsInsightService
         $adds_to_cart          = array_sum(array_column($allAds, 'adds_to_cart'));
         $cost_per_purchase     = $total_purchases == 0 ? 0 : round($total_spend / $total_purchases, 2);
 
-        $statistics = [
-            'platform_purchase' => number_format(array_sum(array_column($allAds, 'platform_purchase'))),
-            'pixel_purchase' => number_format(array_sum(array_column($allAds, 'pixel_purchase'))),
-            'roas' => $total_spend == 0 ? '-' : round($total_purchases_value / $total_spend, 2) . 'x',
-            'amount_spend' => '$' . number_format($total_spend, 2) ?: '$0.00', // 格式化支出
-            'clicks' => number_format($total_clicks),
-            'impressions' => number_format($total_impressions),
-            'adds_to_cart' => number_format($adds_to_cart),
-            'cost_per_atc' => $adds_to_cart == 0 ? '-' : '$' . number_format(($total_spend / $adds_to_cart), 2),
-            'purchases' => number_format($total_purchases),
-            'purchases_value' => array_sum(array_column($allAds, 'purchases_value')),
-            'cost_per_purchase' => '$' . number_format($cost_per_purchase, 2) ?: '$0.00',
-            'revenue' => '$' . number_format(array_sum(array_column($allAds, 'revenue')), 2) ?: '$0.00', // 格式化收入
-            'total_cost' => '$' . number_format($total_cost, 2) ?: '$0.00', // 格式化总成本
-            'conversion_rate' => $total_clicks == 0 ? '-' : round(($total_purchases / $total_clicks) * 100, 2) . '%',  // 转换率
-            'net_profit' => ($total_revenue - $total_cost) >= 0 ? '+$' . number_format($total_revenue - $total_cost, 2) : '-$' . number_format(abs($total_revenue - $total_cost), 2),  // 净利润
-            'net_profit_margin' => $total_revenue == 0 ? '-' : round(($total_revenue - $total_cost) / $total_revenue, 2) * 100 . '%',  // 净利润率
-            'net_profit_on_ad_spend' => $total_spend == 0 ? '-' : round(($total_revenue - $total_cost) / $total_spend, 2) * 100 . '%',  // 平均广告花费的净利润
-            'ctr' => ($total_impressions > 0) ? number_format(($total_clicks / $total_impressions) * 100, 2) . '%' : '-',  // 格式化为百分比
-        ];
+        // 生成唯一缓存键
+        $cacheKey = 'adlist_stats:' . md5(serialize([
+                $platformType,
+                $customerIds,
+                $page,
+                $pageSize,
+                $keyword,
+                $startDate,
+                $endDate,
+                $status,
+                $requireSpend
+            ]));
+        // 尝试从缓存读取统计数据
+        if (!$countOnly && $cached = Redis::get($cacheKey)) {
+            $statistics = json_decode($cached, true);
+            // 跳过后续统计计算直接使用缓存数据...
+        } else {
+            $statistics = [
+                'platform_purchase' => number_format(array_sum(array_column($allAds, 'platform_purchase'))),
+                'pixel_purchase' => number_format(array_sum(array_column($allAds, 'pixel_purchase'))),
+                'roas' => $total_spend == 0 ? '-' : round($total_purchases_value / $total_spend, 2) . 'x',
+                'amount_spend' => '$' . number_format($total_spend, 2) ?: '$0.00', // 格式化支出
+                'clicks' => number_format($total_clicks),
+                'impressions' => number_format($total_impressions),
+                'adds_to_cart' => number_format($adds_to_cart),
+                'cost_per_atc' => $adds_to_cart == 0 ? '-' : '$' . number_format(($total_spend / $adds_to_cart), 2),
+                'purchases' => number_format($total_purchases),
+                'purchases_value' => array_sum(array_column($allAds, 'purchases_value')),
+                'cost_per_purchase' => '$' . number_format($cost_per_purchase, 2) ?: '$0.00',
+                'revenue' => '$' . number_format(array_sum(array_column($allAds, 'revenue')), 2) ?: '$0.00', // 格式化收入
+                'total_cost' => '$' . number_format($total_cost, 2) ?: '$0.00', // 格式化总成本
+                'conversion_rate' => $total_clicks == 0 ? '-' : round(($total_purchases / $total_clicks) * 100, 2) . '%',  // 转换率
+                'net_profit' => ($total_revenue - $total_cost) >= 0 ? '+$' . number_format($total_revenue - $total_cost, 2) : '-$' . number_format(abs($total_revenue - $total_cost), 2),  // 净利润
+                'net_profit_margin' => $total_revenue == 0 ? '-' : round(($total_revenue - $total_cost) / $total_revenue, 2) * 100 . '%',  // 净利润率
+                'net_profit_on_ad_spend' => $total_spend == 0 ? '-' : round(($total_revenue - $total_cost) / $total_spend, 2) * 100 . '%',  // 平均广告花费的净利润
+                'ctr' => ($total_impressions > 0) ? number_format(($total_clicks / $total_impressions) * 100, 2) . '%' : '-',  // 格式化为百分比
+            ];
+
+            // 将新生成的统计数据存入缓存（10分钟有效期）
+            Redis::setex($cacheKey, 600, json_encode($statistics));
+        }
 
 
         // 获取分页数据