diff --git a/backend/marketing_engine/telegram_scraper.php b/backend/marketing_engine/telegram_scraper.php
index 8fe01175..4396019c 100644
--- a/backend/marketing_engine/telegram_scraper.php
+++ b/backend/marketing_engine/telegram_scraper.php
@@ -75,7 +75,13 @@ if (empty($allMessages)) {
     exit;
 }
 
-echo "[+] Collected " . count($allMessages) . " messages. Sending to Gemini AI for analysis...\n";
+echo "[+] Collected " . count($allMessages) . " messages.\n";
+echo "--- Sample (First 3 messages) ---\n";
+for($i=0; $i<min(3, count($allMessages)); $i++) {
+    echo $allMessages[$i] . "\n";
+}
+echo "---------------------------------\n";
+echo "[*] Sending to Gemini AI for analysis...\n";
 
 $gemini = new SiroGeminiService();
 $reportHtml = $gemini->evaluateTelegramForReporting($allMessages);
@@ -108,7 +114,10 @@ if ($reportHtml && strpos($reportHtml, 'لا توجد بيانات مفيدة')
     }
 
 } else {
-    echo "[-] AI Report: No useful data in this batch.\n";
+    echo "[-] AI Report: No useful data or API Error.\n";
+    echo "--- Gemini Raw Output ---\n";
+    echo var_export($reportHtml, true) . "\n";
+    echo "-------------------------\n";
 }
 
 echo "[*] Done.\n";