diff --git a/app.py b/app.py
index 48f5417..0ca690f 100644
--- a/app.py
+++ b/app.py
@@ -95,8 +95,8 @@ except Exception as e:
     sys_log.error(f"無法檢測磁碟空間: {e}")
 
 # 🚩 系統版本定義 (備份與顯示用)
-# 🚩 2026-05-01 V10.74: Move AI history page onto V2 shell
-SYSTEM_VERSION = "V10.74"
+# 🚩 2026-05-01 V10.75: Move AI recommendation page onto V2 shell
+SYSTEM_VERSION = "V10.75"
 
 # ==========================================
 # 🔒 SQL Injection 防護函數
diff --git a/config.py b/config.py
index 156be7c..4f1c7fc 100644
--- a/config.py
+++ b/config.py
@@ -254,7 +254,7 @@ YOUTUBE_API_KEY = os.getenv('YOUTUBE_API_KEY', '')
 # ==========================================
 # 系統版本與路徑
 # ==========================================
-SYSTEM_VERSION = "V10.74"
+SYSTEM_VERSION = "V10.75"
 LOG_FILE_PATH = os.path.join(BASE_DIR, 'logs/system.log')
 public_url = PUBLIC_URL  # 用於模板顯示
 
diff --git a/templates/ai_recommend.html b/templates/ai_recommend.html
index a747e53..5f42a62 100644
--- a/templates/ai_recommend.html
+++ b/templates/ai_recommend.html
@@ -1,17 +1,111 @@
-{% extends 'base.html' %}
+{% extends 'ewoooc_base.html' %}
 {% block title %}AI 智慧推薦 - WOOO TECH{% endblock %}
 
-{% block content %}
-<div class="container-fluid py-3">
+{% block extra_css %}
+<style>
+    .ai-recommend-page {
+        display: flex;
+        flex-direction: column;
+        gap: 18px;
+    }
+
+    .ai-recommend-hero {
+        padding: 20px;
+        border: 1px solid var(--momo-border-strong);
+        border-radius: 8px;
+        background:
+            radial-gradient(circle at 18px 18px, rgba(42, 37, 32, 0.12) 1px, transparent 1px),
+            linear-gradient(135deg, rgba(242, 178, 90, 0.22), rgba(255, 255, 255, 0.94) 46%, rgba(42, 37, 32, 0.06));
+        background-size: 18px 18px, auto;
+        box-shadow: var(--momo-shadow-soft);
+    }
+
+    .ai-recommend-title {
+        display: flex;
+        align-items: center;
+        gap: 10px;
+        margin: 0;
+        color: var(--momo-text-strong);
+        font-family: var(--momo-font-display);
+        font-size: clamp(1.35rem, 2vw, 2rem);
+        font-weight: 800;
+        letter-spacing: 0;
+    }
+
+    .ai-recommend-title i {
+        color: var(--momo-warm-caramel) !important;
+    }
+
+    .ai-recommend-page .card {
+        border: 1px solid var(--momo-border-subtle) !important;
+        border-radius: 8px;
+        background: rgba(255, 255, 255, 0.84);
+        box-shadow: var(--momo-shadow-soft);
+    }
+
+    .ai-recommend-page .card-header {
+        border-color: var(--momo-border-subtle) !important;
+        background: rgba(250, 247, 240, 0.88) !important;
+        color: var(--momo-text-strong) !important;
+    }
+
+    .ai-recommend-page .card-header h6,
+    .ai-recommend-page .card-header span {
+        color: var(--momo-text-strong);
+        font-family: var(--momo-font-display);
+        font-weight: 800;
+    }
+
+    .ai-recommend-page .form-control,
+    .ai-recommend-page .form-select,
+    .ai-recommend-page .input-group-text {
+        border-color: var(--momo-border-subtle);
+        border-radius: 8px;
+    }
+
+    .ai-recommend-page .btn-primary {
+        background: var(--momo-text-strong);
+        border-color: var(--momo-text-strong);
+        font-weight: 800;
+    }
+
+    .ai-recommend-page .btn-outline-primary {
+        color: var(--momo-accent-strong);
+        border-color: rgba(42, 37, 32, 0.24);
+    }
+
+    .ai-recommend-page .badge {
+        border-radius: 999px;
+        font-weight: 800;
+    }
+
+    .ai-recommend-page .bg-light {
+        background-color: rgba(250, 247, 240, 0.76) !important;
+    }
+
+    .ai-recommend-page .alert-info {
+        border-color: rgba(83, 135, 154, 0.2);
+        background: rgba(238, 248, 251, 0.82);
+    }
+
+    .ai-recommend-page #marketInfoTabs .nav-link.active {
+        background: var(--momo-text-strong) !important;
+        color: #fff !important;
+    }
+</style>
+{% endblock %}
+
+{% block ewooo_content %}
+<div class="ai-recommend-page">
     <!-- 頁面標題 - 更緊湊 -->
-    <div class="row mb-3">
+    <div class="row mb-3 ai-recommend-hero">
         <div class="col-12">
             <div class="d-flex justify-content-between align-items-center flex-wrap gap-2">
                 <div>
-                    <h4 class="mb-0">
+                    <h1 class="ai-recommend-title">
                         <i class="fas fa-robot text-primary me-2"></i>AI 智慧推薦
-                    </h4>
-                    <small class="text-muted">根據市場趨勢，智慧生成銷售文案</small>
+                    </h1>
+                    <small class="text-muted">根據資料庫商品分類、即時趨勢與 AI 生成紀錄，產出可追蹤的銷售文案。</small>
                 </div>
                 <div class="d-flex align-items-center gap-2">
                     <span id="ollamaStatus" class="badge {% if ollama_status %}bg-success{% else %}bg-secondary{% endif %}">
@@ -200,10 +294,9 @@
                     </div>
                     <!-- 快速搜尋標籤 -->
                     <div class="mb-2">
-                        <span class="badge bg-light text-dark border me-1" style="cursor: pointer; font-size: 0.7rem;" onclick="quickWebSearch('保濕面膜')">保濕面膜</span>
-                        <span class="badge bg-light text-dark border me-1" style="cursor: pointer; font-size: 0.7rem;" onclick="quickWebSearch('美白精華')">美白精華</span>
-                        <span class="badge bg-light text-dark border me-1" style="cursor: pointer; font-size: 0.7rem;" onclick="quickWebSearch('防曬乳')">防曬乳</span>
-                        <span class="badge bg-light text-dark border me-1" style="cursor: pointer; font-size: 0.7rem;" onclick="quickWebSearch('抗老保養')">抗老保養</span>
+                        {% for category in product_categories[:4] %}
+                        <span class="badge bg-light text-dark border me-1" style="cursor: pointer; font-size: 0.7rem;" onclick="quickWebSearch({{ category|tojson }})">{{ category }}</span>
+                        {% endfor %}
                     </div>
                     <!-- 搜尋結果區 - 不限高度，完整顯示 -->
                     <div id="webSearchResult" style="display: none;">
diff --git a/tests/test_frontend_v2_assets.py b/tests/test_frontend_v2_assets.py
index ca3ab7c..0030f74 100644
--- a/tests/test_frontend_v2_assets.py
+++ b/tests/test_frontend_v2_assets.py
@@ -201,6 +201,33 @@ def test_ai_history_uses_v2_shell_and_real_history_apis():
     assert "ai_history_service.get_statistics" in route_source
 
 
+def test_ai_recommend_uses_v2_shell_and_runtime_category_data():
+    template = (ROOT / "templates/ai_recommend.html").read_text(encoding="utf-8")
+    route_source = (ROOT / "routes/ai_routes.py").read_text(encoding="utf-8")
+
+    assert "{% extends 'ewoooc_base.html' %}" in template
+    assert "{% block ewooo_content %}" in template
+    assert "{% block extra_css %}" in template
+    assert "ai-recommend-hero" in template
+    assert "ai-recommend-page" in template
+    assert "{% for category in product_categories[:4] %}" in template
+    assert "quickWebSearch({{ category|tojson }})" in template
+    assert "quickWebSearch('保濕面膜')" not in template
+    assert "fetch('/api/ai/generate_copy'" in template
+    assert "fetch('/api/ai/web_search'" in template
+    assert "fetch('/api/ai/product_insights'" in template
+    assert "fetch('/api/ai/gemini_usage?days=30')" in template
+    assert "mock" not in template.lower()
+    assert "假商品" not in template
+
+    assert "@ai_bp.route('/ai_recommend')" in route_source
+    assert "render_template('ai_recommend.html'" in route_source
+    assert "product_categories=product_categories" in route_source
+    assert "@ai_bp.route('/api/ai/generate_copy'" in route_source
+    assert "@ai_bp.route('/api/ai/web_search'" in route_source
+    assert "@ai_bp.route('/api/ai/product_insights'" in route_source
+
+
 def test_dashboard_v2_restores_real_price_history_chart():
     route_source = (ROOT / "routes/api_routes.py").read_text(encoding="utf-8")
     dashboard = (ROOT / "templates/dashboard_v2.html").read_text(encoding="utf-8")