diff --git a/packages/docusaurus-mdx-loader/src/__tests__/processor.test.ts b/packages/docusaurus-mdx-loader/src/__tests__/processor.test.ts
index 46286ad41502..abc6eef7ea96 100644
--- a/packages/docusaurus-mdx-loader/src/__tests__/processor.test.ts
+++ b/packages/docusaurus-mdx-loader/src/__tests__/processor.test.ts
@@ -73,6 +73,16 @@ const TestMDXComponents = {
       React.createElement('header', null, title ?? 'Default title'),
       children,
     ),
+  // Like react-helmet-async, Head only handles its element children
+  // Rendered separately, otherwise React hoists <title> and <meta> out of it
+  Head: ({children}: {children?: ReactNode}) =>
+    React.createElement('test-head', {
+      dangerouslySetInnerHTML: {
+        __html: renderToStaticMarkup(
+          React.Children.toArray(children).filter(React.isValidElement),
+        ),
+      },
+    }),
 };
 
 async function renderContent(content: string, options: Options) {
@@ -265,6 +275,41 @@ Body
     });
   });
 
+  describe('head', () => {
+    describe.each(['md', 'mdx'] as const)('%s format', (format) => {
+      it('renders head metadata', async () => {
+        const html = await renderContent(
+          `<head>
+  <title>Custom title</title>
+  <meta name="keywords" content="cooking, blog" />
+</head>
+
+Body`,
+          createOptions({markdownConfig: {format}}),
+        );
+        expect(html).toBe(
+          '<test-head><title>Custom title</title><meta name="keywords" content="cooking, blog"/></test-head>\n<p>Body</p>',
+        );
+      });
+    });
+
+    it('renders structured data with the md format', async () => {
+      const html = await renderContent(
+        `<head>
+  <script type="application/ld+json">
+    {"@context": "https://schema.org", "@type": "Organization"}
+  </script>
+</head>`,
+        createOptions({markdownConfig: {format: 'md'}}),
+      );
+      expect(html).toBe(
+        `<test-head><script type="application/ld+json">
+    {"@context": "https://schema.org", "@type": "Organization"}
+  </script></test-head>`,
+      );
+    });
+  });
+
   it.each([true, false])('supports emoji=%s', async (emoji) => {
     const options = createOptions({markdownConfig: {emoji}});
     const result = await processContent(
diff --git a/packages/docusaurus-mdx-loader/src/remark/head/index.ts b/packages/docusaurus-mdx-loader/src/remark/head/index.ts
index 4ec2b49756e8..2ca737e1cf9c 100644
--- a/packages/docusaurus-mdx-loader/src/remark/head/index.ts
+++ b/packages/docusaurus-mdx-loader/src/remark/head/index.ts
@@ -6,18 +6,53 @@
  */
 
 import {visit} from 'unist-util-visit';
+import {transformNode} from '../utils';
 import type {Transformer} from 'unified';
 
 import type {Root} from 'mdast';
+import type {MdxJsxFlowElement} from 'mdast-util-mdx';
 
 // Transform <head> to <Head>
 // MDX 2 doesn't allow to substitute html elements with the provider anymore
 export default function plugin(): Transformer<Root> {
   return (root) => {
-    visit(root, 'mdxJsxFlowElement', (node) => {
-      if (node.name === 'head') {
-        node.name = 'Head';
-      }
-    });
+    transformJsxHead(root);
+    transformHtmlHead(root);
   };
 }
+
+// With the MDX format, <head> is a JSX element
+function transformJsxHead(root: Root) {
+  visit(root, 'mdxJsxFlowElement', (node) => {
+    if (node.name === 'head') {
+      node.name = 'Head';
+    }
+  });
+}
+
+// With the CommonMark format, <head> is a raw HTML block
+// rehype-raw parses raw HTML in body context, where the <head> tag is dropped
+// We wrap its content in a <Head> JSX element, that rehype-raw passes through
+// The content remains raw HTML that rehype-raw parses inside <Head>
+function transformHtmlHead(root: Root) {
+  visit(root, 'html', (node) => {
+    const headContent = getHeadContent(node.value);
+    if (headContent === undefined) {
+      return;
+    }
+    const headElement: MdxJsxFlowElement = {
+      type: 'mdxJsxFlowElement',
+      name: 'Head',
+      attributes: [],
+      children: [{type: 'html', value: headContent}],
+      position: node.position,
+    };
+    transformNode(node, headElement);
+  });
+}
+
+const HeadHtmlRegExp = /^<head>(?<content>.*)<\/head>$/s;
+
+function getHeadContent(html: string): string | undefined {
+  return HeadHtmlRegExp.exec(html.trim())?.groups?.content;
+}
diff --git a/website/_dogfooding/_pages tests/markdown-tests-md.md b/website/_dogfooding/_pages tests/markdown-tests-md.md
index 1f09421176ce..ba7df4fa158b 100644
--- a/website/_dogfooding/_pages tests/markdown-tests-md.md	
+++ b/website/_dogfooding/_pages tests/markdown-tests-md.md	
@@ -14,19 +14,21 @@ This file should be interpreted in a more CommonMark compliant way
 <head>
   <title>HEAD Markdown Page tests title</title>
   <meta name="keywords" content="cooking, blog"/>
+  <script type="application/ld+json">
+    {"@context": "https://schema.org", "@type": "WebPage", "name": "HEAD Markdown Page tests"}
+  </script>
 </head>
 ```
 
 <head>
   <title>HEAD Markdown Page tests title</title>
   <meta name="keywords" content="cooking, blog"/>
+  <script type="application/ld+json">
+    {"@context": "https://schema.org", "@type": "WebPage", "name": "HEAD Markdown Page tests"}
+  </script>
 </head>
 
-:::danger
-
-TODO unsupported (yet), see [issue](https://github.com/meta/docusaurus/issues/9092)
-
-:::
+The title, keywords and structured data should be in the `<head>` of the static HTML page
 
 ## Comment
 
@@ -154,12 +156,6 @@ function Clock(props) {
 }
 ```
 
-:::danger
-
-TODO unsupported (yet), see [issue](https://github.com/meta/docusaurus/issues/9092)
-
-:::
-
 ## Mermaid
 
 ```mermaid