diff --git a/__tests__/e2e/home.test.ts b/__tests__/e2e/home.test.ts
index 9b02c1a239c3..76868361f671 100644
--- a/__tests__/e2e/home.test.ts
+++ b/__tests__/e2e/home.test.ts
@@ -14,12 +14,12 @@ describe('render correct content', async () => {
       pLocator.allTextContents()
     ])
 
-    expect(h1Contents).toEqual(['Lorem Ipsum #'])
-    expect(h2Contents).toEqual([
-      'What is Lorem Ipsum? #',
-      'Where does it come from? #',
-      'Why do we use it? #',
-      'Where can I get some? #'
+    expect(h1Contents).toEqual(['Lorem Ipsum \u200b'])
+    expect(h2Contents.map((s) => s.trim())).toEqual([
+      'What is Lorem Ipsum? \u200b',
+      'Where does it come from? \u200b',
+      'Why do we use it? \u200b',
+      'Where can I get some? \u200b'
     ])
     expect(pContents).toMatchSnapshot()
   })
diff --git a/src/client/theme-default/styles/components/vp-doc.css b/src/client/theme-default/styles/components/vp-doc.css
index 11d8bb00fbe2..5c8349b7010b 100644
--- a/src/client/theme-default/styles/components/vp-doc.css
+++ b/src/client/theme-default/styles/components/vp-doc.css
@@ -45,6 +45,10 @@
   transition: color 0.25s, opacity 0.25s;
 }
 
+.vp-doc .header-anchor:before {
+  content: var(--vp-header-anchor-symbol);
+}
+
 .vp-doc h1:hover .header-anchor,
 .vp-doc h1 .header-anchor:focus,
 .vp-doc h2:hover .header-anchor,
diff --git a/src/client/theme-default/styles/vars.css b/src/client/theme-default/styles/vars.css
index 84ea1af652a6..29a1c527c22d 100644
--- a/src/client/theme-default/styles/vars.css
+++ b/src/client/theme-default/styles/vars.css
@@ -193,6 +193,14 @@
   --vp-layout-max-width: 1440px;
 }
 
+/**
+ * Component: Header Anchor
+ * -------------------------------------------------------------------------- */
+
+:root {
+  --vp-header-anchor-symbol: '#';
+}
+
 /**
  * Component: Code
  * -------------------------------------------------------------------------- */
diff --git a/src/node/markdown/markdown.ts b/src/node/markdown/markdown.ts
index 54b8edc1764e..375841401cba 100644
--- a/src/node/markdown/markdown.ts
+++ b/src/node/markdown/markdown.ts
@@ -99,7 +99,22 @@ export const createMarkdownRenderer = async (
   // mdit-vue plugins
   md.use(anchorPlugin, {
     slugify,
-    permalink: anchorPlugin.permalink.ariaHidden({}),
+    permalink: anchorPlugin.permalink.linkInsideHeader({
+      symbol: '​',
+      renderAttrs: (slug, state) => {
+        // Find `heading_open` with the id identical to slug
+        const idx = state.tokens.findIndex((token) => {
+          const attrs = token.attrs
+          const id = attrs?.find((attr) => attr[0] === 'id')
+          return id && slug === id[1]
+        })
+        // Get the actual heading content
+        const title = state.tokens[idx + 1].content
+        return {
+          'aria-label': `Permalink to "${title}"`
+        }
+      }
+    }),
     ...options.anchor
   } as anchorPlugin.AnchorOptions).use(frontmatterPlugin, {
     ...options.frontmatter