diff --git a/backend/marketing_engine/account_manager.php b/backend/marketing_engine/account_manager.php
index 610a8b30..58aff993 100644
--- a/backend/marketing_engine/account_manager.php
+++ b/backend/marketing_engine/account_manager.php
@@ -26,7 +26,7 @@ class AccountManager {
         // Order by last_active ascending to rotate through them (least recently used first).
         
         $stmt = $this->con->prepare("
-            SELECT id, username, total_posts, total_comments
+            SELECT id, username, total_posts, total_comments, proxy_ip, proxy_port, proxy_username, proxy_password
             FROM social_accounts
             WHERE platform = ? 
               AND status = 'active'
diff --git a/backend/marketing_engine/client_bot_template.py b/backend/marketing_engine/client_bot_template.py
new file mode 100644
index 00000000..6ba75c57
--- /dev/null
+++ b/backend/marketing_engine/client_bot_template.py
@@ -0,0 +1,206 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+# ==============================================================================
+# Siro Autonomous Android Automation Client (Guerrilla Marketing Bot)
+# ==============================================================================
+# This template automates Facebook/Telegram interactions on an Android device
+# via ADB (Android Debug Bridge) with built-in proxy shifting and anti-ban delays.
+#
+# Requirements:
+# 1. Python 3.x
+# 2. Android device with USB Debugging enabled, connected to PC.
+# 3. ADB installed and added to System PATH.
+# 4. Target apps (Facebook/Telegram) installed and logged in.
+# ==============================================================================
+
+import os
+import sys
+import time
+import random
+import subprocess
+import requests
+
+# --- Configuration ---
+SERVER_URL = "http://jordan-siro.intaleqapp.com/backend/marketing_engine/social_worker.php"
+BOT_TOKEN = "YOUR_SECRET_BOT_TOKEN" # Must match headers in social_worker.php
+PLATFORM = "facebook" # 'facebook' or 'telegram'
+CHECK_INTERVAL_SECONDS = 60 # Cooldown between checking for new tasks
+
+headers = {
+    "X-Bot-Token": BOT_TOKEN
+}
+
+# --- ADB Helper Functions ---
+def run_adb(cmd):
+    """Run an ADB command and return output."""
+    try:
+        result = subprocess.run(f"adb {cmd}", shell=True, capture_output=True, text=True, timeout=15)
+        return result.stdout.strip()
+    except subprocess.TimeoutExpired:
+        print("[-] ADB command timed out.")
+        return ""
+
+def set_android_proxy(ip, port, username=None, password=None):
+    """Dynamically set global HTTP proxy on Android device."""
+    if not ip or not port:
+        print("[+] Clearing Android proxy...")
+        run_adb("shell settings put global http_proxy :0")
+        return
+    
+    print(f"[+] Routing traffic through proxy: {ip}:{port}...")
+    # Standard Android global proxy command
+    run_adb(f"shell settings put global http_proxy {ip}:{port}")
+    
+    # Note: If proxy requires auth, Android standard global proxy doesn't support it directly in shell.
+    # In that case, you must use a proxy client app like 'Postern' or 'Drony' on the device,
+    # or route through a local forwarder.
+    time.sleep(3)
+
+def adb_click(x, y):
+    """Click on coordinates (x, y)."""
+    run_adb(f"shell input tap {x} {y}")
+    time.sleep(random.uniform(1.0, 2.5))
+
+def adb_type_humanlike(text):
+    """Simulate human typing with random delay between characters to evade ban engines."""
+    print(f"[+] Typing: \"{text}\"")
+    # Clean text to prevent shell injection
+    safe_text = text.replace('"', '\\"').replace('$', '\\$').replace('`', '\\`').replace(' ', '%s')
+    
+    # Type characters in chunks to look natural
+    for char in text:
+        if char == ' ':
+            run_adb("shell input keyevent 62") # Space
+        else:
+            # We type characters, escaping special shell characters
+            escaped = char.replace('"', '\\"').replace('$', '\\$').replace('`', '\\`').replace("'", "\\'")
+            run_adb(f"shell input text '{escaped}'")
+        time.sleep(random.uniform(0.05, 0.25)) # Typing speed variability
+        
+    time.sleep(random.uniform(1.0, 2.0))
+
+def adb_scroll_down():
+    """Perform a human-like swipe down."""
+    # swipe from x1 y1 to x2 y2 duration
+    x1, y1 = 500, 1500
+    x2, y2 = 500, 600
+    duration = random.randint(300, 800)
+    run_adb(f"shell input swipe {x1} {y1} {x2} {y2} {duration}")
+    time.sleep(random.uniform(1.5, 3.0))
+
+def adb_open_url(url):
+    """Open a URL using Android's default browser/app handler (e.g. opens deep links)."""
+    print(f"[+] Launching URL: {url}")
+    run_adb(f"shell am start -a android.intent.action.VIEW -d '{url}'")
+    time.sleep(random.uniform(5.0, 8.0)) # Wait for app to load
+
+# --- Logging & Status Reporting ---
+def report_status(action, params):
+    try:
+        requests.post(f"{SERVER_URL}?action={action}", data=params, headers=headers, timeout=10)
+    except Exception as e:
+        print(f"[-] Status report connection error: {e}")
+
+# --- Main Task Loop ---
+def process_task():
+    print("[*] Checking for pending tasks...")
+    try:
+        res = requests.get(f"{SERVER_URL}?action=get_task&platform={PLATFORM}", headers=headers, timeout=10)
+        response_data = res.json()
+    except Exception as e:
+        print(f"[-] Connection failed: {e}")
+        return
+
+    if response_data.get("status") != "success" or not response_data.get("data"):
+        print("[*] No tasks scheduled at this moment.")
+        return
+
+    task = response_data["data"]
+
+    task_id = task["id"]
+    task_type = task["type"]
+    target_url = task["target_url"]
+    comment_text = task["generated_comment"]
+
+    print(f"[+] Task Found! ID: {task_id} | Type: {task_type}")
+    print(f"[+] Account to use: {task.get('bot_username')}")
+
+    # 1. Shifting IP via Proxy Configuration
+    set_android_proxy(
+        task.get("proxy_ip"),
+        task.get("proxy_port"),
+        task.get("proxy_username"),
+        task.get("proxy_password")
+    )
+
+    success = False
+    error_msg = "Unknown execution error"
+
+    try:
+        # 2. Evading Automated Scanners via Random Pre-sleep
+        pre_delay = random.randint(5, 15)
+        print(f"[+] Simulating human delay before opening app... sleeping {pre_delay}s")
+        time.sleep(pre_delay)
+
+        # 3. Open URL (Facebook Post/Telegram Link)
+        if target_url:
+            adb_open_url(target_url)
+
+        # 4. Execute UI actions based on task type
+        if task_type == "post_comment" and comment_text:
+            # Note: Screen coordinates (x, y) vary by device screen size.
+            # You must customize these coordinates based on your device profile.
+            print("[*] Performing UI interactions to comment...")
+            adb_scroll_down() # Scroll to reveal comments area
+            
+            # Click on write comment box (Coordinates for Amman Drivers group screen layout)
+            # You can find coordinates by enabling 'Pointer Location' in Android Developer Settings.
+            adb_click(300, 1850) 
+            
+            # Evade bot detectors by typing like a real person
+            adb_type_humanlike(comment_text)
+            
+            # Click send button (e.g. coordinate x: 1000, y: 1850)
+            adb_click(1010, 1850)
+            success = True
+            
+        elif task_type == "share_link":
+            print("[*] Sharing deep link...")
+            # Click Share coordinates, type message, and click post
+            # Example coordinates:
+            adb_click(900, 1200) # Share button
+            adb_click(500, 1500) # Write post option
+            adb_type_humanlike(comment_text)
+            adb_click(1000, 150) # Post button
+            success = True
+            
+        else:
+            error_msg = f"Task type {task_type} is not yet supported in Android ADB Client"
+            
+    except Exception as e:
+        error_msg = f"Automation failure: {str(e)}"
+        print(f"[-] Error: {error_msg}")
+
+    # 5. Clear proxy setting to keep device clean
+    set_android_proxy(None, None)
+
+    # 6. Report status back to Server
+    if success:
+        print("[+] Task executed successfully!")
+        report_status("complete_task", {"task_id": task_id, "result": "Comment posted naturally via ADB."})
+    else:
+        print(f"[-] Task failed: {error_msg}")
+        report_status("fail_task", {"task_id": task_id, "error_message": error_msg})
+
+if __name__ == "__main__":
+    print("[*] Starting Siro Guerrilla Marketing Automation Bot...")
+    # Basic check to ensure ADB is connected
+    devices = run_adb("devices")
+    if "device" not in devices.split("\n")[1:]:
+        print("[-] Critical Error: No Android device detected via ADB! Please connect device and enable USB Debugging.")
+        sys.exit(1)
+        
+    print("[+] Android device connected. Starting automation loop...")
+    while True:
+        process_task()
+        time.sleep(CHECK_INTERVAL_SECONDS)
diff --git a/backend/marketing_engine/gemini_comment_generator.php b/backend/marketing_engine/gemini_comment_generator.php
index 630a77ab..b7389c72 100644
--- a/backend/marketing_engine/gemini_comment_generator.php
+++ b/backend/marketing_engine/gemini_comment_generator.php
@@ -65,6 +65,10 @@ function generateCommentWithGemini($postContext, $intent) {
         $prompt .= "المطلوب: اكتب تعليقاً تتعاطف فيه مع المشكلة المذكورة (إن وجدت)، وانصح الزملاء بتجربة تطبيق 'سيرو' كحل واقعي وممتاز لكباتن النقل الذكي. اجعل التعليق قصيراً ومباشراً.";
     } elseif ($intent === 'answer_question') {
         $prompt .= "المطلوب: أجب على السؤال المطروح في المنشور بوضوح بناءً على خبرتك مع تطبيق 'سيرو'.";
+    } elseif ($intent === 'dialogue_skeptic') {
+        $prompt .= "المطلوب: اكتب تعليقاً يبدي شكاً بسيطاً أو فضولاً كزبون أو راكب عادي (مثال: هل التطبيق آمن للبنات؟ أو هل الأسعار حقيقية فعلاً؟ أو كيف كباتنهم؟)، اجعل التعليق قصيراً وسؤالاً طبيعياً وعفوياً جداً بالعامية.";
+    } elseif ($intent === 'dialogue_supporter') {
+        $prompt .= "المطلوب: أجب على الشك المذكور أو أكد التجربة الإيجابية بحماس كراكب/كابتن آخر جرب تطبيق سيرو (Siro) فعلاً ووجد فيه الأمان والخصم الجيد والأسعار الثابتة، مع كتابته بلهجة عامية دافئة وطبيعية جداً.";
     } else {
         $prompt .= "المطلوب: اكتب تعليقاً متفاعلاً بشكل عام مع المنشور بأسلوب السائقين.";
     }
diff --git a/backend/marketing_engine/schedule_manager.php b/backend/marketing_engine/schedule_manager.php
index 2c526cd6..8e55e5ba 100644
--- a/backend/marketing_engine/schedule_manager.php
+++ b/backend/marketing_engine/schedule_manager.php
@@ -47,8 +47,7 @@ class ScheduleManager {
             INSERT INTO social_tasks (account_id, platform, type, target_url, prompt_context, generated_comment, scheduled_at, status)
             VALUES (?, ?, ?, ?, ?, ?, ?, 'pending')
         ");
-        
-        return $stmt->execute([
+        $success = $stmt->execute([
             $accountId, 
             $platform, 
             $type, 
@@ -57,6 +56,61 @@ class ScheduleManager {
             $generatedComment, 
             $scheduledAt
         ]);
+
+        if ($success && ($type === 'share_link' || $type === 'post_comment')) {
+            // Retreive an active account to exclude as parent
+            $parentAccountId = $accountId;
+            if (!$parentAccountId) {
+                $stmtAcc = $this->con->prepare("SELECT id FROM social_accounts WHERE platform = ? AND status = 'active' LIMIT 1");
+                $stmtAcc->execute([$platform]);
+                $parentAccountId = $stmtAcc->fetchColumn() ?: 0;
+            }
+            $this->scheduleDialogueDrama($platform, $targetUrl, $promptContext, $parentAccountId, $delayMinutes);
+        }
+
+        return $success;
+    }
+
+    /**
+     * Schedule supporting dialogue tasks from other accounts to create a buzz/drama.
+     */
+    public function scheduleDialogueDrama($platform, $targetUrl, $promptContext, $parentAccountId, $baseDelayMinutes) {
+        // Fetch 2 other active accounts on the same platform
+        $stmt = $this->con->prepare("
+            SELECT id FROM social_accounts 
+            WHERE platform = ? AND status = 'active' AND id != ?
+            ORDER BY RAND() LIMIT 2
+        ");
+        $stmt->execute([$platform, $parentAccountId]);
+        $accounts = $stmt->fetchAll(PDO::FETCH_COLUMN);
+
+        if (count($accounts) < 1) return;
+
+        // Account 2: Skeptic/Questioner
+        $accountId2 = $accounts[0];
+        $comment2 = generateCommentWithGemini($promptContext, 'dialogue_skeptic');
+        
+        $delay2 = $baseDelayMinutes + rand(3, 7); // Delay child task by rand(3, 7) minutes
+        $scheduledAt2 = date('Y-m-d H:i:s', strtotime("+$delay2 minutes"));
+
+        $stmtInsert = $this->con->prepare("
+            INSERT INTO social_tasks (account_id, platform, type, target_url, prompt_context, generated_comment, scheduled_at, status)
+            VALUES (?, ?, 'post_comment', ?, ?, ?, ?, 'pending')
+        ");
+        $stmtInsert->execute([$accountId2, $platform, $targetUrl, $promptContext, $comment2, $scheduledAt2]);
+
+        // If we have a third account, schedule the supporter
+        if (count($accounts) >= 2) {
+            $accountId3 = $accounts[1];
+            // Provide context containing the first comment so supporter replies to it
+            $augmentedContext = $promptContext . "\n[PREVIOUS_REPLY]: " . $comment2;
+            $comment3 = generateCommentWithGemini($augmentedContext, 'dialogue_supporter');
+            
+            $delay3 = $delay2 + rand(4, 9); // Supporter replies after the skeptic
+            $scheduledAt3 = date('Y-m-d H:i:s', strtotime("+$delay3 minutes"));
+            
+            $stmtInsert->execute([$accountId3, $platform, $targetUrl, $promptContext, $comment3, $scheduledAt3]);
+        }
     }
 }
 
diff --git a/backend/marketing_engine/schema.sql b/backend/marketing_engine/schema.sql
index f4c26f60..a798c579 100644
--- a/backend/marketing_engine/schema.sql
+++ b/backend/marketing_engine/schema.sql
@@ -11,6 +11,10 @@ CREATE TABLE IF NOT EXISTS `social_accounts` (
   `total_posts` INT DEFAULT 0,
   `total_comments` INT DEFAULT 0,
   `total_videos` INT DEFAULT 0,
+  `proxy_ip` VARCHAR(100) NULL,
+  `proxy_port` INT NULL,
+  `proxy_username` VARCHAR(100) NULL,
+  `proxy_password` VARCHAR(100) NULL,
   `last_active` DATETIME NULL,
   `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
   `updated_at` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
diff --git a/backend/marketing_engine/social_worker.php b/backend/marketing_engine/social_worker.php
index 17d201dd..0ff6640e 100644
--- a/backend/marketing_engine/social_worker.php
+++ b/backend/marketing_engine/social_worker.php
@@ -29,7 +29,7 @@ try {
             
             // Find a pending task that is scheduled for now or earlier
             $stmt = $con->prepare("
-                SELECT id, type, target_url, prompt_context, generated_comment 
+                SELECT id, account_id, type, target_url, prompt_context, generated_comment 
                 FROM social_tasks 
                 WHERE status = 'pending' AND platform = ? AND (scheduled_at IS NULL OR scheduled_at <= NOW())
                 ORDER BY created_at ASC LIMIT 1
@@ -38,11 +38,55 @@ try {
             $task = $stmt->fetch(PDO::FETCH_ASSOC);
             
             if ($task) {
-                // Mark as in progress
+                require_once __DIR__ . '/account_manager.php';
+                $am = new AccountManager();
+                
+                $accountId = $task['account_id'];
+                $account = null;
+                
+                if ($accountId) {
+                    // Fetch this specific account details
+                    $stmtAcc = $con->prepare("
+                        SELECT id, username, proxy_ip, proxy_port, proxy_username, proxy_password 
+                        FROM social_accounts WHERE id = ?
+                    ");
+                    $stmtAcc->execute([$accountId]);
+                    $account = $stmtAcc->fetch(PDO::FETCH_ASSOC);
+                } else {
+                    // Dynamically get an available account and assign it
+                    $account = $am->getAvailableAccount($platform, 15); // 15 min cooldown
+                    if ($account) {
+                        $accountId = $account['id'];
+                        $updateTask = $con->prepare("UPDATE social_tasks SET account_id = ? WHERE id = ?");
+                        $updateTask->execute([$accountId, $task['id']]);
+                        $task['account_id'] = $accountId;
+                    }
+                }
+                
+                if (!$account) {
+                    echo json_encode(['status' => 'error', 'message' => 'No active social account available or in cooldown']);
+                    break;
+                }
+                
+                if ($account) {
+                    $task['bot_username'] = $account['username'];
+                    $task['proxy_ip'] = $account['proxy_ip'];
+                    $task['proxy_port'] = $account['proxy_port'];
+                    $task['proxy_username'] = $account['proxy_username'];
+                    $task['proxy_password'] = $account['proxy_password'];
+                }
+                
+                // Mark as in progress and update last active
                 $update = $con->prepare("UPDATE social_tasks SET status = 'in_progress' WHERE id = ?");
                 $update->execute([$task['id']]);
                 
-                echo json_encode(['status' => 'success', 'data' => $task]);
+                $am->markAccountActive($accountId);
+                
+                // Return task directly in 'data' to preserve compatibility with existing Android bots
+                echo json_encode([
+                    'status' => 'success', 
+                    'data' => $task
+                ]);
             } else {
                 echo json_encode(['status' => 'success', 'message' => 'No tasks available', 'data' => null]);
             }
diff --git a/backend/marketing_engine/test_system_flow.php b/backend/marketing_engine/test_system_flow.php
new file mode 100644
index 00000000..ce44bb35
--- /dev/null
+++ b/backend/marketing_engine/test_system_flow.php
@@ -0,0 +1,113 @@
+<?php
+// ==============================================================================
+# Siro Guerrilla Marketing Flow Verification & Integration Test Script
+# ==============================================================================
+# This script executes a full dry-run integration test on the marketing engine.
+# It checks proxy assignments, country detection, dialect generation, and
+# dialogue scheduling.
+# ==============================================================================
+
+require_once __DIR__ . '/../../core/bootstrap.php';
+require_once __DIR__ . '/schedule_manager.php';
+require_once __DIR__ . '/account_manager.php';
+
+try {
+    $con = Database::get('main');
+} catch (Exception $e) {
+    die("[-] Connection failed: " . $e->getMessage() . "\n");
+}
+
+echo "[*] Starting Siro Integration Test...\n";
+
+// --- 1. Set Up Mock Accounts ---
+echo "[*] Setting up mock accounts in database...\n";
+// Clear old test accounts if they exist
+$con->query("DELETE FROM social_accounts WHERE username LIKE 'test_bot_%'");
+
+$stmt = $con->prepare("
+    INSERT INTO social_accounts (platform, username, status, proxy_ip, proxy_port)
+    VALUES (?, ?, 'active', ?, ?)
+");
+$stmt->execute(['facebook', 'test_bot_sy', '194.163.173.157', 8080]);
+$stmt->execute(['facebook', 'test_bot_jo', '194.163.173.200', 8080]);
+$stmt->execute(['facebook', 'test_bot_eg', '194.163.173.111', 8080]);
+
+echo "[+] 3 Mock accounts created successfully.\n";
+
+// --- 2. Test Country Guessing & Dialogue Generation ---
+$sm = new ScheduleManager();
+
+$testCases = [
+    [
+        'platform' => 'facebook',
+        'url' => 'https://facebook.com/groups/yallago.syria/post/1',
+        'context' => "شو رأيكم بتطبيق يلاغو في دمشق؟ الأسعار صايرة خيالية!",
+        'expected_country' => 'SY'
+    ],
+    [
+        'platform' => 'facebook',
+        'url' => 'https://facebook.com/groups/taxif.amman/post/2',
+        'context' => "التاكسي إف لغى رحلتي مرتين اليوم بعمان، شو في بديل؟",
+        'expected_country' => 'JO'
+    ]
+];
+
+foreach ($testCases as $index => $tc) {
+    echo "\n------------------------------------------------------------\n";
+    echo "[*] Test Case " . ($index + 1) . ": Target URL " . $tc['url'] . "\n";
+    
+    // Auto guess test
+    $guessed = guessCountryFromContext($tc['context']);
+    echo "[+] Expected Country: " . $tc['expected_country'] . " | Guessed: " . $guessed . "\n";
+    if ($guessed === $tc['expected_country']) {
+        echo "[+] Country Detection: PASS\n";
+    } else {
+        echo "[-] Country Detection: FAIL\n";
+    }
+
+    // Schedule Task
+    // This will schedule the parent task and automatically trigger the dialogue simulator (Drama)
+    echo "[*] Scheduling parent task and dialog drama...\n";
+    $success = $sm->scheduleTask(
+        platform: $tc['platform'],
+        type: 'post_comment',
+        targetUrl: $tc['url'],
+        promptContext: $tc['context'],
+        accountId: null,
+        delayMinutes: 5
+    );
+
+    if ($success) {
+        echo "[+] Initial task and supporting drama scheduled successfully.\n";
+    } else {
+        echo "[-] Scheduling: FAIL\n";
+    }
+}
+
+// --- 3. Verify Scheduled Tasks in Database ---
+echo "\n------------------------------------------------------------\n";
+echo "[*] Querying scheduled tasks to verify dialogue database records...\n";
+
+$stmtTasks = $con->prepare("
+    SELECT t.id, t.type, t.target_url, t.generated_comment, t.scheduled_at, a.username, a.proxy_ip
+    FROM social_tasks t
+    LEFT JOIN social_accounts a ON t.account_id = a.id
+    WHERE t.status = 'pending' AND t.target_url LIKE '%/post/%'
+    ORDER BY t.scheduled_at ASC
+");
+$stmtTasks->execute();
+$tasks = $stmtTasks->fetchAll(PDO::FETCH_ASSOC);
+
+echo "[+] Found " . count($tasks) . " pending tasks in queue:\n";
+foreach ($tasks as $t) {
+    echo "  - Account: [" . $t['username'] . " (IP: " . $t['proxy_ip'] . ")] | Type: " . $t['type'] . "\n";
+    echo "    Scheduled: " . $t['scheduled_at'] . "\n";
+    echo "    Generated Comment: \"" . trim($t['generated_comment']) . "\"\n\n";
+}
+
+// --- 4. Clean Up Mock Database Data ---
+echo "[*] Cleaning up test data from DB...\n";
+$con->query("DELETE FROM social_tasks WHERE target_url LIKE '%/post/%'");
+$con->query("DELETE FROM social_accounts WHERE username LIKE 'test_bot_%'");
+
+echo "\n[+] Siro Marketing Integration Test Completed Successfully!\n";