diff --git a/backend/core/Services/SiroGeminiService.php b/backend/core/Services/SiroGeminiService.php
index 3f2fdd76..019a6a19 100644
--- a/backend/core/Services/SiroGeminiService.php
+++ b/backend/core/Services/SiroGeminiService.php
@@ -133,7 +133,7 @@ class SiroGeminiService {
      */
     public function analyzeCompetitorFormulas(
         array $formulas,
-        string $model = 'gemini-1.5-flash'
+        string $model = 'gemini-flash-lite-latest'
     ): ?array {
         if (!$this->apiKey) return null;
 
@@ -249,5 +249,58 @@ class SiroGeminiService {
             error_log("[SiroGeminiService] Exception: " . $e->getMessage());
             return null;
         }
+    public function evaluatePostsForReporting(array $posts, string $model = 'gemini-flash-lite-latest'): ?string {
+        if (!$this->apiKey || empty($posts)) return null;
+
+        $postsJson = json_encode($posts, JSON_UNESCAPED_UNICODE);
+
+        $prompt = "
+        أنت محلل بيانات استخباراتية للسوق لتطبيق 'سيرو' لنقل الركاب.
+        إليك مجموعة من المنشورات والتعليقات التي جمعها الروبوت الخاص بنا من مجموعات فيسبوك اليوم:
+        $postsJson
+
+        المطلوب منك:
+        1. قراءة جميع هذه المنشورات واستخراج أي شكاوى، أسئلة، أو نقاشات تتعلق بـ (تطبيقات النقل الذكي، أسعار المحروقات، باقات الإنترنت، مشاكل السيارات).
+        2. تلخيص أهم هذه النقاشات في تقرير قصير ومفيد (News Report).
+        3. تجاهل المنشورات العشوائية أو الشخصية التي لا تفيد السوق.
+        
+        قم بصياغة تقريرك بتنسيق HTML مرتب وجاهز للعرض (بدون علامات ```html)، واستخدم <h3> للعناوين و <ul> للقوائم.
+        إذا لم يكن هناك أي شيء مفيد، اكتب فقط: <p>لا توجد بيانات مفيدة في هذه الدفعة.</p>
+        ";
+
+        $url = $this->baseUrl . "{$model}:generateContent?key={$this->apiKey}";
+        
+        $postData = [
+            'contents' => [
+                [
+                    'parts' => [
+                        ['text' => $prompt]
+                    ]
+                ]
+            ],
+            'generationConfig' => [
+                'temperature' => 0.5,
+                'maxOutputTokens' => 1500
+            ]
+        ];
+
+        $ch = curl_init($url);
+        curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
+        curl_setopt($ch, CURLOPT_HTTPHEADER, ['Content-Type: application/json']);
+        curl_setopt($ch, CURLOPT_POST, true);
+        curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($postData));
+        curl_setopt($ch, CURLOPT_TIMEOUT, 60);
+        
+        $response = curl_exec($ch);
+        $httpCode = curl_getinfo($ch, CURLINFO_HTTP_CODE);
+        curl_close($ch);
+
+        if ($httpCode === 200) {
+            $data = json_decode($response, true);
+            $text = $data['candidates'][0]['content']['parts'][0]['text'] ?? '';
+            return trim(preg_replace('/```html|```/', '', $text));
+        }
+        
+        return null;
     }
 }
diff --git a/backend/marketing_engine/cron_insert_task.php b/backend/marketing_engine/cron_insert_task.php
new file mode 100644
index 00000000..1ba9e9fb
--- /dev/null
+++ b/backend/marketing_engine/cron_insert_task.php
@@ -0,0 +1,9 @@
+<?php
+require_once __DIR__ . '/../core/bootstrap.php';
+$con = Database::get('main');
+
+// Insert the autonomous_scroll_and_reply task
+$stmt = $con->prepare("INSERT INTO marketing_tasks (platform, type, status) VALUES ('facebook', 'autonomous_scroll_and_reply', 'pending')");
+$stmt->execute();
+
+echo "Task inserted successfully at " . date('Y-m-d H:i:s') . "\n";
diff --git a/backend/marketing_engine/index.php b/backend/marketing_engine/index.php
index 206cfce1..374f16f3 100644
--- a/backend/marketing_engine/index.php
+++ b/backend/marketing_engine/index.php
@@ -6,29 +6,26 @@
 
 require_once __DIR__ . '/../core/bootstrap.php';
 require_once __DIR__ . '/../functions.php';
+require_once __DIR__ . '/../core/Services/SiroGeminiService.php';
 
 header('Content-Type: application/json');
 
 // Simple bot authentication
 $headers = getallheaders();
 $botToken = $headers['X-Bot-Token'] ?? '';
-if ($botToken !== 'YOUR_SECRET_BOT_TOKEN') {
-    // http_response_code(401);
-    // exit(json_encode(['status' => 'error', 'message' => 'Unauthorized']));
-}
+// if ($botToken !== 'YOUR_SECRET_BOT_TOKEN') {
+//     http_response_code(401);
+//     exit(json_encode(['status' => 'error', 'message' => 'Unauthorized']));
+// }
 
 $action = $_GET['action'] ?? '';
-$platform = $_GET['platform'] ?? 'tiktok'; // Default to tiktok for new platform testing
+$platform = $_GET['platform'] ?? 'facebook'; 
 
 try {
-    // In a real scenario, you'd use a dedicated database. 
-    // Here we use the main DB but with marketing_ prefixed tables.
     $con = Database::get('main');
     
     switch ($action) {
         case 'get_task':
-            // 1. First, check if the bot needs a task
-            // We look for pending tasks for this platform
             $stmt = $con->prepare("
                 SELECT id, type, target_url, content_text, media_url 
                 FROM marketing_tasks 
@@ -39,10 +36,6 @@ try {
             $task = $stmt->fetch(PDO::FETCH_ASSOC);
             
             if ($task) {
-                // If the task requires a media file (like upload_video)
-                // The Android app will need to download it first using the media_url
-                
-                // Mark as in progress
                 $update = $con->prepare("UPDATE marketing_tasks SET status = 'in_progress' WHERE id = ?");
                 $update->execute([$task['id']]);
                 
@@ -78,6 +71,34 @@ try {
             }
             break;
             
+        case 'evaluate_posts':
+            $input = json_decode(file_get_contents('php://input'), true);
+            $posts = $input['posts'] ?? [];
+            
+            if (empty($posts)) {
+                echo json_encode(['status' => 'success', 'data' => null]);
+                break;
+            }
+            
+            $gemini = new SiroGeminiService();
+            $reportHtml = $gemini->evaluatePostsForReporting($posts);
+            
+            if ($reportHtml) {
+                // Save to database
+                $con->query("CREATE TABLE IF NOT EXISTS `marketing_reports` (
+                  `id` INT AUTO_INCREMENT PRIMARY KEY,
+                  `platform` VARCHAR(50) NOT NULL,
+                  `report_html` TEXT NOT NULL,
+                  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP
+                )");
+                
+                $stmt = $con->prepare("INSERT INTO marketing_reports (platform, report_html) VALUES (?, ?)");
+                $stmt->execute([$platform, $reportHtml]);
+            }
+            
+            echo json_encode(['status' => 'success', 'message' => 'Posts evaluated and report saved']);
+            break;
+            
         default:
             echo json_encode(['status' => 'error', 'message' => 'Invalid action']);
     }
diff --git a/socialBot/app/src/main/java/com/siro/socialmedia_bot/network/SocialBotClient.kt b/socialBot/app/src/main/java/com/siro/socialmedia_bot/network/SocialBotClient.kt
index 0027fde1..1455bc0c 100644
--- a/socialBot/app/src/main/java/com/siro/socialmedia_bot/network/SocialBotClient.kt
+++ b/socialBot/app/src/main/java/com/siro/socialmedia_bot/network/SocialBotClient.kt
@@ -54,6 +54,43 @@ object SocialBotClient {
         postData("action=complete_task", "task_id=$taskId&result=$result")
     }
 
+    fun evaluatePosts(posts: List<String>): JSONObject? {
+        try {
+            val urlString = "$BASE_URL?action=evaluate_posts"
+            val url = URL(urlString)
+            val connection = url.openConnection() as HttpURLConnection
+            connection.requestMethod = "POST"
+            connection.setRequestProperty("X-Bot-Token", BOT_TOKEN)
+            connection.setRequestProperty("Content-Type", "application/json")
+            connection.doOutput = true
+
+            val jsonBody = JSONObject()
+            val jsonArray = org.json.JSONArray(posts)
+            jsonBody.put("posts", jsonArray)
+
+            val writer = OutputStreamWriter(connection.outputStream)
+            writer.write(jsonBody.toString())
+            writer.flush()
+            writer.close()
+
+            val responseCode = connection.responseCode
+            if (responseCode == 200) {
+                val scanner = Scanner(connection.inputStream)
+                val response = if (scanner.hasNext()) scanner.useDelimiter("\\A").next() else ""
+                scanner.close()
+
+                val json = JSONObject(response)
+                if (json.getString("status") == "success" && !json.isNull("data")) {
+                    return json.getJSONObject("data")
+                }
+            }
+        } catch (e: Exception) {
+            android.util.Log.e("SocialBotClient", "Exception in evaluatePosts: ${e.message}")
+            e.printStackTrace()
+        }
+        return null
+    }
+
     fun failTask(taskId: Int, errorMessage: String) {
         postData("action=fail_task", "task_id=$taskId&error_message=$errorMessage")
     }
diff --git a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookBotService.kt b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookBotService.kt
index 71166ac4..7dc391de 100644
--- a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookBotService.kt
+++ b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookBotService.kt
@@ -94,6 +94,29 @@ class FacebookBotService : AccessibilityService() {
                         }
                     }
                 }
+                "autonomous_scroll_and_reply" -> {
+                    Log.d(TAG, "Starting autonomous mode. Opening Facebook app...")
+                    navigator.openApp()
+                    delay(3000)
+                    
+                    var iterations = 0
+                    while (iterations < 5) {
+                        Log.d(TAG, "Autonomous Iteration: ${iterations + 1}")
+                        val posts = commentReader.extractPostsAndComments()
+                        
+                        if (posts.isNotEmpty()) {
+                            Log.d(TAG, "Found ${posts.size} posts. Sending to Gemini for reporting...")
+                            SocialBotClient.evaluatePosts(posts)
+                        }
+                        
+                        Log.d(TAG, "Scrolling down for more posts...")
+                        navigator.scrollForward()
+                        delay(4000) // wait for new posts to load
+                        iterations++
+                    }
+                    
+                    SocialBotClient.completeTask(task.id, "Autonomous session completed")
+                }
                 "read_posts" -> {
                     // Logic to read posts and send to backend
                     Log.d(TAG, "Starting to scan screen for posts/comments...")
diff --git a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentPoster.kt b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentPoster.kt
index 68404d97..8bca5070 100644
--- a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentPoster.kt
+++ b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentPoster.kt
@@ -11,37 +11,72 @@ import kotlinx.coroutines.delay
 class FacebookCommentPoster(private val service: AccessibilityService) {
 
     suspend fun postComment(commentText: String): Boolean {
+        return performCommentPosting(commentText)
+    }
+
+    suspend fun postCommentOnSpecificPost(originalText: String, commentText: String): Boolean {
+        val root = service.rootInActiveWindow ?: return false
+        
+        // 1. Find the specific post node
+        val postNode = findNodeByExactText(root, originalText)
+        if (postNode == null) {
+            android.util.Log.e("FacebookCommentPoster", "Could not find original post text on screen")
+            return false
+        }
+        
+        // 2. Find the comment button associated with this post
+        // We go up to the parent container and look for a "Comment" or "تعليق" button
+        var commentBtn = findCommentButtonNearby(postNode)
+        
+        if (commentBtn == null) {
+            // Fallback: just search the whole screen for the first comment button
+            commentBtn = findNodeByContentDescription(root, "Comment") ?: findNodeByContentDescription(root, "تعليق")
+        }
+        
+        if (commentBtn != null) {
+            commentBtn.performAction(AccessibilityNodeInfo.ACTION_CLICK)
+            delay(3000) // wait for comment overlay to open
+            
+            val success = performCommentPosting(commentText)
+            
+            // Go back to feed
+            service.performGlobalAction(AccessibilityService.GLOBAL_ACTION_BACK)
+            delay(2000)
+            
+            return success
+        }
+        
+        android.util.Log.e("FacebookCommentPoster", "Could not find comment button")
+        return false
+    }
+    
+    private suspend fun performCommentPosting(commentText: String): Boolean {
         val root = service.rootInActiveWindow ?: return false
         
-        // 1. Find the comment input box. 
-        // In Facebook, it might have contentDescription like "Write a comment..." or similar.
         val inputNode = findNodeByContentDescription(root, "Write a comment") 
+            ?: findNodeByContentDescription(root, "اكتب تعليق")
             ?: findNodeByClassName(root, "android.widget.EditText")
             
         if (inputNode == null) return false
         
-        // 2. Click the input node to focus it
         inputNode.performAction(AccessibilityNodeInfo.ACTION_CLICK)
-        delay(1000) // wait for keyboard
+        delay(1000)
         
-        // 3. Set text (simulating human typing can be done by pasting chunks or using set_text)
         val arguments = Bundle()
         arguments.putCharSequence(AccessibilityNodeInfo.ACTION_ARGUMENT_SET_TEXT_CHARSEQUENCE, commentText)
         inputNode.performAction(AccessibilityNodeInfo.ACTION_SET_TEXT, arguments)
         
-        // Wait a bit to simulate human typing delay
-        val randomTypingDelay = (commentText.length * 50).toLong().coerceAtMost(5000L)
+        val randomTypingDelay = (commentText.length * 50).toLong().coerceAtMost(4000L)
         delay(randomTypingDelay)
         
-        // 4. Find and click the send button
-        // Often has a content description like "Send" or it's an ImageView next to EditText
         val sendBtn = findNodeByContentDescription(service.rootInActiveWindow, "Send")
+            ?: findNodeByContentDescription(service.rootInActiveWindow, "إرسال")
+        
         if (sendBtn != null) {
             sendBtn.performAction(AccessibilityNodeInfo.ACTION_CLICK)
             delay(2000)
             return true
         }
-        
         return false
     }
     
@@ -73,4 +108,33 @@ class FacebookCommentPoster(private val service: AccessibilityService) {
         }
         return null
     }
+    private fun findNodeByExactText(node: AccessibilityNodeInfo?, text: String): AccessibilityNodeInfo? {
+        if (node == null) return null
+        
+        val nodeText = node.text?.toString()?.trim() ?: node.contentDescription?.toString()?.trim()
+        if (nodeText == text.trim()) {
+            return node
+        }
+        
+        for (i in 0 until node.childCount) {
+            val child = findNodeByExactText(node.getChild(i), text)
+            if (child != null) return child
+        }
+        return null
+    }
+
+    private fun findCommentButtonNearby(postNode: AccessibilityNodeInfo): AccessibilityNodeInfo? {
+        // Go up the view hierarchy to find the container
+        var parent = postNode.parent
+        var depth = 0
+        while (parent != null && depth < 5) {
+            val btn = findNodeByContentDescription(parent, "Comment") 
+                ?: findNodeByContentDescription(parent, "تعليق")
+            if (btn != null) return btn
+            
+            parent = parent.parent
+            depth++
+        }
+        return null
+    }
 }
diff --git a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentReader.kt b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentReader.kt
index f3ad5400..649279b6 100644
--- a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentReader.kt
+++ b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookCommentReader.kt
@@ -50,7 +50,8 @@ class FacebookCommentReader(private val service: AccessibilityService) {
             "watch", "marketplace", "groups", "notifications", "menu",
             "إعجاب", "تعليق", "مشاركة", "إرسال", "اكتب تعليقاً",
             "رد", "عرض المزيد من التعليقات", "الأكثر صلة", "الصفحة الرئيسية",
-            "المجموعات", "الإشعارات", "القائمة", "Sponsored", "مُموَّل"
+            "المجموعات", "الإشعارات", "القائمة", "Sponsored", "مُموَّل",
+            "انتقال إلى الملف الشخصي", "اكتب تعليقًا...", "بحث في المجموعات"
         )
         
         for (ignore in ignoreList) {
@@ -59,6 +60,20 @@ class FacebookCommentReader(private val service: AccessibilityService) {
             }
         }
         
+        // 2.5 Ignore UI patterns (Partial matches)
+        val ignorePatterns = listOf(
+            "علامة التبويب", "صورة ملف", "اقتراح", "لم تتم مشاهدتها", 
+            "خيارات إضافية", "عرض المزيد من الخيارات", "تحديد صور أو مقاطع فيديو",
+            "إنشاء، اضغط ضغطًا مزدوجًا", "إزالة اقتراح", "عرض كل اقتراحات",
+            "زر أعجبني", "الزر مشاركة", "Action chip profile picture"
+        )
+        
+        for (pattern in ignorePatterns) {
+            if (trimmed.contains(pattern, ignoreCase = true)) {
+                return false
+            }
+        }
+        
         // 3. Ignore texts that look like timestamps or metrics (e.g. "2 hrs", "10K Likes")
         // Simplistic check: if it's short and ends with common time units
         if (trimmed.length < 25) {
diff --git a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookNavigator.kt b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookNavigator.kt
index ed554dcb..3b683abb 100644
--- a/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookNavigator.kt
+++ b/socialBot/app/src/main/java/com/siro/socialmedia_bot/social/facebook/FacebookNavigator.kt
@@ -23,4 +23,67 @@ class FacebookNavigator(private val service: AccessibilityService) {
         // Wait for app to open
         delay(3000)
     }
+
+    suspend fun openApp() {
+        val launchIntent = service.packageManager.getLaunchIntentForPackage("com.facebook.katana")
+        if (launchIntent != null) {
+            launchIntent.addFlags(Intent.FLAG_ACTIVITY_NEW_TASK)
+            service.startActivity(launchIntent)
+            delay(5000) // Wait 5 seconds for Facebook to load completely
+            
+            // Try to navigate to Groups Tab automatically
+            openGroupsTab()
+        } else {
+            android.util.Log.e("FacebookNavigator", "Facebook app is not installed.")
+        }
+    }
+
+    private suspend fun openGroupsTab() {
+        val root = service.rootInActiveWindow ?: return
+        
+        // Search for Groups tab
+        val groupsTab = findNodeByContentDescription(root, "المجموعات") 
+            ?: findNodeByContentDescription(root, "Groups")
+            
+        if (groupsTab != null) {
+            groupsTab.performAction(android.view.accessibility.AccessibilityNodeInfo.ACTION_CLICK)
+            delay(3000) // wait for Groups tab to load
+        }
+    }
+
+    suspend fun scrollForward(): Boolean {
+        val root = service.rootInActiveWindow ?: return false
+        return performScroll(root)
+    }
+
+    private fun performScroll(node: android.view.accessibility.AccessibilityNodeInfo?): Boolean {
+        if (node == null) return false
+
+        if (node.isScrollable && node.className?.toString()?.contains("RecyclerView") == true) {
+            val scrolled = node.performAction(android.view.accessibility.AccessibilityNodeInfo.ACTION_SCROLL_FORWARD)
+            if (scrolled) return true
+        }
+
+        for (i in 0 until node.childCount) {
+            if (performScroll(node.getChild(i))) {
+                return true
+            }
+        }
+        return false
+    }
+
+    private fun findNodeByContentDescription(node: android.view.accessibility.AccessibilityNodeInfo?, descPrefix: String): android.view.accessibility.AccessibilityNodeInfo? {
+        if (node == null) return null
+        
+        if (node.contentDescription?.startsWith(descPrefix, ignoreCase = true) == true ||
+            node.text?.startsWith(descPrefix, ignoreCase = true) == true) {
+            return node
+        }
+        
+        for (i in 0 until node.childCount) {
+            val child = findNodeByContentDescription(node.getChild(i), descPrefix)
+            if (child != null) return child
+        }
+        return null
+    }
 }