diff --git a/src/main/java/org/sopt/app/application/poke/FriendService.java b/src/main/java/org/sopt/app/application/poke/FriendService.java
index 9fad1a19..a3c60e6c 100644
--- a/src/main/java/org/sopt/app/application/poke/FriendService.java
+++ b/src/main/java/org/sopt/app/application/poke/FriendService.java
@@ -23,6 +23,9 @@ public class FriendService {
     public List<Long> findAllFriendIdsByUserIdRandomly(Long userId, List<Long> excludeUserIds, int limitNum) {
         return friendRepository.getFriendRandom(userId, excludeUserIds, limitNum);
     }
+    public List<Long> findAllFriendIdsByUserIdRandomlyIncludeDuplicatedFriend(Long userId, List<Long> excludeUserIds, int limitNum) {
+        return friendRepository.getFriendRandomIncludeDuplicated(userId, excludeUserIds, limitNum);
+    }
 
     public List<Friend> findAllFriendsByFriendship(Long userId, Integer lowerLimit, Integer upperLimit) {
         return friendRepository.findAllByUserIdAndPokeCountBetweenOrderByPokeCountDesc(
diff --git a/src/main/java/org/sopt/app/facade/PokeFacade.java b/src/main/java/org/sopt/app/facade/PokeFacade.java
index f83a0c7e..afd53115 100644
--- a/src/main/java/org/sopt/app/facade/PokeFacade.java
+++ b/src/main/java/org/sopt/app/facade/PokeFacade.java
@@ -101,7 +101,11 @@ private List<Long> pickRandomUserIds(
     @Transactional(readOnly = true)
     public List<PokeResponse.Friend> getRecommendFriendsOfUsersFriend(User user) {
         val hasPokeMeBeforeUserIds = pokeHistoryService.getPokeFriendIds(user.getId());
-        val friendsUserIds = friendService.findAllFriendIdsByUserIdRandomly(user.getId(), hasPokeMeBeforeUserIds, 2);
+        List<Long> friendsUserIds = friendService.findAllFriendIdsByUserIdRandomly(user.getId(), hasPokeMeBeforeUserIds, 2);
+        if (friendsUserIds.isEmpty()) {
+            friendsUserIds = friendService.findAllFriendIdsByUserIdRandomlyIncludeDuplicatedFriend(
+                    user.getId(), hasPokeMeBeforeUserIds, 2);
+        }
         return friendsUserIds.stream().map(
             friendsUserId -> {
                 val friendUser = userService.getUserProfile(friendsUserId);
diff --git a/src/main/java/org/sopt/app/interfaces/postgres/FriendCustomRepository.java b/src/main/java/org/sopt/app/interfaces/postgres/FriendCustomRepository.java
index 14eee861..dc3be0bd 100644
--- a/src/main/java/org/sopt/app/interfaces/postgres/FriendCustomRepository.java
+++ b/src/main/java/org/sopt/app/interfaces/postgres/FriendCustomRepository.java
@@ -5,4 +5,6 @@
 public interface FriendCustomRepository {
 
     List<Long> getFriendRandom(Long userId, List<Long> excludeUserIds, int limitNum);
+
+    List<Long> getFriendRandomIncludeDuplicated(Long userId, List<Long> excludeUserIds, int limitNum);
 }
diff --git a/src/main/java/org/sopt/app/interfaces/postgres/FriendRepositoryImpl.java b/src/main/java/org/sopt/app/interfaces/postgres/FriendRepositoryImpl.java
index 6ec0ee6b..3ac5187f 100644
--- a/src/main/java/org/sopt/app/interfaces/postgres/FriendRepositoryImpl.java
+++ b/src/main/java/org/sopt/app/interfaces/postgres/FriendRepositoryImpl.java
@@ -15,20 +15,14 @@ public class FriendRepositoryImpl implements FriendCustomRepository {
     public List<Long> getFriendRandom(Long userId, List<Long> excludeUserIds, int limitNum) {
         QFriend main = new QFriend("main");
         QFriend sub = new QFriend("sub");
-        QFriend f = new QFriend("f");
-
-        SubQueryExpression<Long> excludedFriendIds =
-            queryFactory
-            .select(f.friendUserId)
-            .from(f)
-            .where(f.userId.eq(userId));
+        SubQueryExpression<Long> queryOfExcludeIds = getQueryOfExcludeIds(userId);
         return queryFactory
             .select(sub.userId)
             .from(main)
             .join(sub).on(main.friendUserId.eq(sub.userId))
             .where(main.userId.eq(userId)
                 .and(sub.friendUserId.ne(userId))
-                .and(sub.friendUserId.notIn(excludedFriendIds)) // Exclude the friend IDs
+                .and(sub.friendUserId.notIn(queryOfExcludeIds)) // Exclude the friend IDs
                 .and(sub.friendUserId.notIn(excludeUserIds))) // Exclude friend who user have to reply first IDs
             .groupBy(sub.userId)
             .having(sub.userId.count().goe(1))
@@ -36,4 +30,29 @@ public List<Long> getFriendRandom(Long userId, List<Long> excludeUserIds, int li
             .limit(2)
             .fetch();
     }
+
+    public List<Long> getFriendRandomIncludeDuplicated(Long userId, List<Long> excludeUserIds, int limitNum) {
+        QFriend main = new QFriend("main");
+        QFriend sub = new QFriend("sub");
+        return queryFactory
+                .select(sub.userId)
+                .from(main)
+                .join(sub).on(main.friendUserId.eq(sub.userId))
+                .where(main.userId.eq(userId)
+                        .and(sub.friendUserId.ne(userId))
+                        .and(sub.friendUserId.notIn(excludeUserIds))) // Exclude friend who user have to reply first IDs
+                .groupBy(sub.userId)
+                .having(sub.userId.count().goe(1))
+                .orderBy(Expressions.numberTemplate(Long.class, "RANDOM()").asc())
+                .limit(2)
+                .fetch();
+    }
+
+    private SubQueryExpression<Long> getQueryOfExcludeIds(Long userId) {
+        QFriend f = new QFriend("f");
+        return queryFactory
+                .select(f.friendUserId)
+                .from(f)
+                .where(f.userId.eq(userId));
+    }
 }