diff --git a/backend/api/routes/recommendations.py b/backend/api/routes/recommendations.py
index 16aadc9..f89afa5 100644
--- a/backend/api/routes/recommendations.py
+++ b/backend/api/routes/recommendations.py
@@ -366,7 +366,15 @@ async def get_recommendations(
             
             # 限制返回数量
             recommendations = recommendations[:limit]
-            
+            # 合约推荐为空时给出排查提示（与现货独立：现货来自定时扫描，合约来自策略/推荐服务）
+            hint = None
+            if len(recommendations) == 0:
+                hint = (
+                    "合约推荐来自策略扫描：需信号强度≥5且方向明确才会写入。"
+                    "若长期为空，请检查：1) 推荐服务(recommendations_main)或主策略(main)是否在运行；"
+                    "2) 扫描日志中是否有「信号:N」≥5 的标的；3) 是否有推荐被时间/价格偏离过滤掉（见 meta.dropped）。"
+                )
+
             return {
                 "success": True,
                 "count": len(recommendations),
@@ -384,6 +392,7 @@ async def get_recommendations(
                         "price_drift": dropped_drift,
                         "invalid": dropped_invalid,
                     },
+                    "hint": hint,
                 },
                 "data": recommendations
             }
diff --git a/frontend/src/components/Recommendations.jsx b/frontend/src/components/Recommendations.jsx
index e6b1420..71b65b8 100644
--- a/frontend/src/components/Recommendations.jsx
+++ b/frontend/src/components/Recommendations.jsx
@@ -22,7 +22,8 @@ function Recommendations() {
   const [bookmarking, setBookmarking] = useState({}) // 记录正在标记的推荐ID
   const [ordering, setOrdering] = useState({}) // 记录正在下单的推荐ID
   const [marketType, setMarketType] = useState('futures') // 'futures' | 'spot'
-  
+  const [recommendationMeta, setRecommendationMeta] = useState(null) // 合约实时推荐的 meta（含 hint/dropped）
+
   // 获取默认下单保证金（按账号存储，单位：USDT）；现货时表示下单金额（USDT）
   const getDefaultOrderSize = () => {
     try {
@@ -108,6 +109,7 @@ function Recommendations() {
         const result = await api.getSpotRecommendations({ limit: 50 })
         const data = result.data || []
         setRecommendations(data)
+        setRecommendationMeta(null)
       } else {
         const params = { type: typeFilter }
         if (typeFilter === 'bookmarked') {
@@ -122,6 +124,7 @@ function Recommendations() {
         const result = await api.getRecommendations(params)
         const data = result.data || []
         setRecommendations(data)
+        setRecommendationMeta(result.meta || null)
       }
     } catch (err) {
       setError(err.message)
@@ -541,6 +544,11 @@ function Recommendations() {
       ) : recommendations.length === 0 ? (
         <div className="empty-state">
           <p>暂无推荐记录</p>
+          {marketType === 'futures' && typeFilter === 'realtime' && recommendationMeta?.hint && (
+            <p style={{ marginTop: 10, fontSize: 13, color: '#666', maxWidth: 560, lineHeight: 1.5 }}>
+              {recommendationMeta.hint}
+            </p>
+          )}
           <button className="btn-generate" onClick={handleGenerate}>
             生成推荐
           </button>