diff --git a/internal/postgres/post.go b/internal/postgres/post.go
index c5983dc..3ed43a5 100644
--- a/internal/postgres/post.go
+++ b/internal/postgres/post.go
@@ -41,8 +41,8 @@ func CheckIfAnthrovePostNodeExistsByAnthroveID(ctx context.Context, db *gorm.DB,
 }
 
 func CheckIfAnthrovePostNodeExistsBySourceURL(ctx context.Context, db *gorm.DB, sourceURL string) (*graphModels.AnthrovePost, bool, error) {
-	post := pgModels.Post{}
-	err := db.WithContext(ctx).Model(&pgModels.Post{}).InnerJoins("References", db.Where("url = ?", sourceURL)).First(&post).Error
+	postRef := pgModels.PostReference{}
+	err := db.WithContext(ctx).Model(&pgModels.PostReference{}).Where("url = ?", sourceURL).First(&postRef).Error
 
 	if err != nil {
 		if errors.Is(err, gorm.ErrRecordNotFound) {
@@ -51,6 +51,13 @@ func CheckIfAnthrovePostNodeExistsBySourceURL(ctx context.Context, db *gorm.DB,
 		return nil, false, err
 	}
 
+	var post pgModels.Post
+	err = db.WithContext(ctx).First(&post, "id = ?", postRef.PostID).Error
+
+	if err != nil {
+		return nil, false, err
+	}
+
 	pgPost := graphModels.AnthrovePost{
 		PostID: models.AnthrovePostID(post.ID),
 		Rating: post.Rating,