diff --git a/blocksuite/affine/blocks/note/src/note-edgeless-block.ts b/blocksuite/affine/blocks/note/src/note-edgeless-block.ts
index bc2829e7a14dd..d444f5b6ca47e 100644
--- a/blocksuite/affine/blocks/note/src/note-edgeless-block.ts
+++ b/blocksuite/affine/blocks/note/src/note-edgeless-block.ts
@@ -454,37 +454,58 @@ export const EdgelessNoteInteraction =
                     return;
                   }
 
-                  if (model.children.length === 0) {
-                    const blockId = std.store.addBlock(
-                      'affine:paragraph',
-                      { type: 'text' },
-                      model.id
+                  let isClickOnTitle = false;
+                  const titleRect = view
+                    .querySelector('edgeless-page-block-title')
+                    ?.getBoundingClientRect();
+
+                  if (titleRect) {
+                    const titleBound = new Bound(
+                      titleRect.x,
+                      titleRect.y,
+                      titleRect.width,
+                      titleRect.height
                     );
-
-                    if (blockId) {
-                      focusTextModel(std, blockId);
+                    if (titleBound.isPointInBound([e.clientX, e.clientY])) {
+                      isClickOnTitle = true;
                     }
+                  }
+
+                  if (isClickOnTitle) {
+                    handleNativeRangeAtPoint(e.clientX, e.clientY);
                   } else {
-                    const rect = view
-                      .querySelector('.affine-block-children-container')
-                      ?.getBoundingClientRect();
-
-                    if (rect) {
-                      const offsetY = 8 * gfx.viewport.zoom;
-                      const offsetX = 2 * gfx.viewport.zoom;
-                      const x = clamp(
-                        e.clientX,
-                        rect.left + offsetX,
-                        rect.right - offsetX
+                    if (model.children.length === 0) {
+                      const blockId = std.store.addBlock(
+                        'affine:paragraph',
+                        { type: 'text' },
+                        model.id
                       );
-                      const y = clamp(
-                        e.clientY,
-                        rect.top + offsetY,
-                        rect.bottom - offsetY
-                      );
-                      handleNativeRangeAtPoint(x, y);
+
+                      if (blockId) {
+                        focusTextModel(std, blockId);
+                      }
                     } else {
-                      handleNativeRangeAtPoint(e.clientX, e.clientY);
+                      const rect = view
+                        .querySelector('.affine-block-children-container')
+                        ?.getBoundingClientRect();
+
+                      if (rect) {
+                        const offsetY = 8 * gfx.viewport.zoom;
+                        const offsetX = 2 * gfx.viewport.zoom;
+                        const x = clamp(
+                          e.clientX,
+                          rect.left + offsetX,
+                          rect.right - offsetX
+                        );
+                        const y = clamp(
+                          e.clientY,
+                          rect.top + offsetY,
+                          rect.bottom - offsetY
+                        );
+                        handleNativeRangeAtPoint(x, y);
+                      } else {
+                        handleNativeRangeAtPoint(e.clientX, e.clientY);
+                      }
                     }
                   }
                 })
diff --git a/blocksuite/affine/shared/src/utils/dom/point-to-range.ts b/blocksuite/affine/shared/src/utils/dom/point-to-range.ts
index d7e879c844579..b63f3c0929ad4 100644
--- a/blocksuite/affine/shared/src/utils/dom/point-to-range.ts
+++ b/blocksuite/affine/shared/src/utils/dom/point-to-range.ts
@@ -90,9 +90,65 @@ export function getCurrentNativeRange(selection = window.getSelection()) {
 
 export function handleNativeRangeAtPoint(x: number, y: number) {
   const range = caretRangeFromPoint(x, y);
+  if (range) {
+    normalizeCaretRange(range);
+  }
+
   const startContainer = range?.startContainer;
   // click on rich text
   if (startContainer instanceof Node) {
     resetNativeSelection(range);
   }
 }
+
+function lastMeaningfulTextNode(node: Node) {
+  const walker = document.createTreeWalker(node, NodeFilter.SHOW_TEXT, {
+    acceptNode(node) {
+      return node.textContent && node.textContent?.trim().length > 0
+        ? NodeFilter.FILTER_ACCEPT
+        : NodeFilter.FILTER_REJECT;
+    },
+  });
+
+  let last = null;
+  while (walker.nextNode()) {
+    last = walker.currentNode;
+  }
+  return last;
+}
+
+function normalizeCaretRange(range: Range) {
+  let { startContainer, startOffset } = range;
+  if (startContainer.nodeType === Node.TEXT_NODE) return;
+
+  // Try to find text in the element at `startOffset`
+  const offsetEl =
+    startOffset > 0
+      ? startContainer.childNodes[startOffset - 1]
+      : startContainer.childNodes[0];
+  if (offsetEl) {
+    if (offsetEl.nodeType === Node.TEXT_NODE) {
+      range.setStart(
+        offsetEl,
+        startOffset > 0 ? (offsetEl.textContent?.length ?? 0) : 0
+      );
+      range.collapse(true);
+      return;
+    }
+
+    const text = lastMeaningfulTextNode(offsetEl);
+    if (text) {
+      range.setStart(text, text.textContent?.length ?? 0);
+      range.collapse(true);
+      return;
+    }
+  }
+
+  // Fallback, try to find text in startContainer
+  const text = lastMeaningfulTextNode(startContainer);
+  if (text) {
+    range.setStart(text, text.textContent?.length ?? 0);
+    range.collapse(true);
+    return;
+  }
+}