diff --git a/kernel/model/bookmark.go b/kernel/model/bookmark.go
index 16d7306cd..d0e58081c 100644
--- a/kernel/model/bookmark.go
+++ b/kernel/model/bookmark.go
@@ -23,6 +23,7 @@ import (
 	"strings"
 
 	"github.com/88250/lute/parse"
+	"github.com/siyuan-note/logging"
 	"github.com/siyuan-note/siyuan/kernel/cache"
 	"github.com/siyuan-note/siyuan/kernel/sql"
 	"github.com/siyuan-note/siyuan/kernel/treenode"
@@ -162,16 +163,26 @@ func BuildBookmark() (ret *Bookmarks) {
 
 	ret = &Bookmarks{}
 	sqlBlocks := sql.QueryBookmarkBlocks()
+
 	labelBlocks := map[BookmarkLabel]BookmarkBlocks{}
 	blocks := fromSQLBlocks(&sqlBlocks, "", 0)
+	luteEngine := NewLute()
 	for _, block := range blocks {
-		label := BookmarkLabel(block.IAL["bookmark"])
-
 		if "" != block.Name {
 			// Blocks in the bookmark panel display their name instead of content https://github.com/siyuan-note/siyuan/issues/8514
 			block.Content = block.Name
+		} else {
+			// Improve bookmark panel rendering https://github.com/siyuan-note/siyuan/issues/9361
+			tree, err := loadTreeByBlockID(block.ID)
+			if nil != err {
+				logging.LogErrorf("parse block [%s] failed: %s", block.ID, err)
+			} else {
+				n := treenode.GetNodeInTree(tree, block.ID)
+				block.Content = renderOutline(n, luteEngine)
+			}
 		}
 
+		label := BookmarkLabel(block.IAL["bookmark"])
 		if bs, ok := labelBlocks[label]; ok {
 			bs = append(bs, block)
 			labelBlocks[label] = bs