diff --git a/inc/helpers/aksrt-pay.php b/inc/helpers/aksrt-pay.php
index 4f5b73d9..c16ace6e 100644
--- a/inc/helpers/aksrt-pay.php
+++ b/inc/helpers/aksrt-pay.php
@@ -1113,6 +1113,9 @@ add_action('wp_head', function (): void {
     .aksrt-paywall__btn{display:inline-flex;align-items:center;gap:8px}
     .aksrt-paywall__hint{font-size:12px;color:var(--color-ink-4,#8A8F98);margin:16px 0 0}
     .aksrt-gallery-locked{filter:blur(8px);pointer-events:none;user-select:none}
+    .aksrt-paywall-preview{margin:0 0 16px;padding:14px 16px;border-left:3px solid var(--color-primary,#f04494);background:var(--surface-2,#f8fafc);border-radius:0 10px 10px 0;color:var(--color-ink-2,#374151);line-height:1.7}
+    .aksrt-paywall-preview p:last-child{margin-bottom:0}
+    .aksrt-paid-gallery__overlay .but,.aksrt-paid-video__placeholder .but{margin-top:10px}
     </style>
     <?php
 });
@@ -1150,21 +1153,27 @@ if (!function_exists('aksrt_render_paid_gallery')) {
                     <div class="swiper-button-next"></div>
                 </div>
             <?php else : ?>
-                <!-- 未付费：模糊预览 + 付费墙 -->
+                <!-- 未付费：仅首图模糊预览，不输出完整图库 URL 列表 -->
                 <div class="aksrt-paid-gallery__locked">
                     <div class="aksrt-paid-gallery__preview">
-                        <img src="<?php echo esc_url($images[0]); ?>" alt="" class="aksrt-gallery-locked">
+                        <img src="<?php echo esc_url((string) $images[0]); ?>" alt="" class="aksrt-gallery-locked" loading="lazy">
                     </div>
                     <div class="aksrt-paid-gallery__overlay">
                         <i class="fas fa-images" aria-hidden="true"></i>
-                        <p><?php esc_html_e('付费后即可查看全部图片', 'aksrt'); ?></p>
-                        <?php
-                        $price_label = aksrt_get_pay_price_label($post);
-                        $currency = class_exists('AKSRT_Settings') ? AKSRT_Settings::get_currency_name() : __('积分', 'aksrt');
-                        ?>
-                        <span class="aksrt-paid-gallery__price">
-                            <?php echo esc_html($price_label['text']); ?>
-                        </span>
+                        <p><?php
+                            printf(
+                                /* translators: %d: image count */
+                                esc_html__('共 %d 张图片，付费后可查看', 'aksrt'),
+                                count($images)
+                            );
+                        ?></p>
+                        <?php $price_label = function_exists('aksrt_get_pay_price_label') ? aksrt_get_pay_price_label($post) : ['text' => '']; ?>
+                        <?php if (!empty($price_label['text'])) : ?>
+                            <span class="aksrt-paid-gallery__price"><?php echo esc_html((string) $price_label['text']); ?></span>
+                        <?php endif; ?>
+                        <button type="button" class="but jb-red padding-lg cashier-link" data-aksrt-pay-content="<?php echo esc_attr((string) $post->ID); ?>">
+                            <i class="fa fa-shopping-cart" aria-hidden="true"></i> <?php esc_html_e('立即购买', 'aksrt'); ?>
+                        </button>
                     </div>
                 </div>
             <?php endif; ?>
@@ -1221,13 +1230,20 @@ if (!function_exists('aksrt_render_paid_video')) {
                     <?php endif; ?>
                 </div>
             <?php else : ?>
-                <!-- 未付费：锁定预览 -->
+                <!-- 未付费：锁定预览（不输出真实视频地址） -->
                 <div class="aksrt-paid-video__locked">
                     <div class="aksrt-paid-video__placeholder">
                         <i class="fas fa-play-circle" aria-hidden="true"></i>
                         <p><?php esc_html_e('付费后即可观看完整视频', 'aksrt'); ?></p>
-                        <?php $price_label = aksrt_get_pay_price_label($post); ?>
-                        <span class="aksrt-paid-video__price"><?php echo esc_html($price_label['text']); ?></span>
+                        <?php $price_label = function_exists('aksrt_get_pay_price_label') ? aksrt_get_pay_price_label($post) : ['text' => '']; ?>
+                        <?php if (!empty($price_label['text'])) : ?>
+                            <span class="aksrt-paid-video__price"><?php echo esc_html((string) $price_label['text']); ?></span>
+                        <?php endif; ?>
+                        <p style="margin-top:14px;">
+                            <button type="button" class="but jb-red padding-lg cashier-link" data-aksrt-pay-content="<?php echo esc_attr((string) $post->ID); ?>">
+                                <i class="fa fa-shopping-cart" aria-hidden="true"></i> <?php esc_html_e('立即购买', 'aksrt'); ?>
+                            </button>
+                        </p>
                     </div>
                 </div>
             <?php endif; ?>
@@ -1244,47 +1260,73 @@ if (!function_exists('aksrt_render_paid_video')) {
 // 这些函数供 core-hooks.php 中的 the_content 过滤器调用
 if (!function_exists('aksrt_paid_content_filter')) {
     function aksrt_paid_content_filter(string $content): string {
-        if (is_admin() || !is_singular()) return $content;
+        if (is_admin() || !is_singular() || !in_the_loop() || !is_main_query()) {
+            return $content;
+        }
         global $post;
-        if (!($post instanceof WP_Post)) return $content;
-        if (aksrt_can_access_content($post)) return $content;
+        if (!($post instanceof WP_Post)) {
+            return $content;
+        }
+        if (aksrt_can_access_content($post)) {
+            return $content;
+        }
 
-        // 图库类型：在内容末尾追加图库轮播
         $meta = aksrt_get_pay_meta($post);
-        if ($meta['pay_type'] === AKSRT_PAY_TYPE_GALLERY) {
-            return aksrt_get_paywall_html($post) . aksrt_render_paid_gallery($post);
+        $pay_type = (string) ($meta['pay_type'] ?? AKSRT_PAY_TYPE_NO);
+        if (!in_array($pay_type, [AKSRT_PAY_TYPE_READING, AKSRT_PAY_TYPE_GALLERY, AKSRT_PAY_TYPE_VIDEO], true)) {
+            return $content;
         }
 
-        // 视频类型：在内容末尾追加视频播放器
-        if ($meta['pay_type'] === AKSRT_PAY_TYPE_VIDEO) {
-            return aksrt_get_paywall_html($post) . aksrt_render_paid_video($post);
+        // free_preview teaser + paywall. Never render full gallery/video media when unpaid.
+        $preview = trim((string) ($meta['free_preview'] ?? ''));
+        $out = '';
+        if ($preview !== '') {
+            $out .= '<div class="aksrt-paywall-preview">' . wp_kses_post($preview) . '</div>';
+        }
+        $out .= aksrt_get_paywall_html($post);
+
+        if ($pay_type === AKSRT_PAY_TYPE_GALLERY) {
+            $out .= aksrt_render_paid_gallery($post);
+        } elseif ($pay_type === AKSRT_PAY_TYPE_VIDEO) {
+            $out .= aksrt_render_paid_video($post);
         }
 
-        return aksrt_get_paywall_html($post);
+        return $out;
     }
 }
 
 // 已付费的内容增强
 if (!function_exists('aksrt_paid_content_enhance')) {
     function aksrt_paid_content_enhance(string $content): string {
-        if (is_admin() || !is_singular()) return $content;
+        if (is_admin() || !is_singular() || !in_the_loop() || !is_main_query()) {
+            return $content;
+        }
         global $post;
-        if (!($post instanceof WP_Post)) return $content;
-
-        $meta = aksrt_get_pay_meta($post);
-        if ($meta['pay_type'] === AKSRT_PAY_TYPE_NO) return $content;
-        if (!aksrt_has_paid_access($post)) return $content;
-
-        // 已付费的图库：追加 Swiper 轮播
-        if ($meta['pay_type'] === AKSRT_PAY_TYPE_GALLERY) {
-            $gallery_html = aksrt_render_paid_gallery($post);
-            if ($gallery_html) $content .= $gallery_html;
+        if (!($post instanceof WP_Post)) {
+            return $content;
         }
 
-        // 已付费的视频：追加播放器
-        if ($meta['pay_type'] === AKSRT_PAY_TYPE_VIDEO) {
+        $meta = aksrt_get_pay_meta($post);
+        $pay_type = (string) ($meta['pay_type'] ?? AKSRT_PAY_TYPE_NO);
+        if ($pay_type === AKSRT_PAY_TYPE_NO) {
+            return $content;
+        }
+        if (!aksrt_has_paid_access($post)) {
+            return $content;
+        }
+
+        if ($pay_type === AKSRT_PAY_TYPE_GALLERY && strpos($content, 'aksrt-paid-gallery') === false) {
+            $gallery_html = aksrt_render_paid_gallery($post);
+            if ($gallery_html) {
+                $content .= $gallery_html;
+            }
+        }
+
+        if ($pay_type === AKSRT_PAY_TYPE_VIDEO && strpos($content, 'aksrt-paid-video') === false) {
             $video_html = aksrt_render_paid_video($post);
-            if ($video_html) $content .= $video_html;
+            if ($video_html) {
+                $content .= $video_html;
+            }
         }
 
         return $content;