diff --git a/.changeset/lucky-tigers-drive.md b/.changeset/lucky-tigers-drive.md
new file mode 100644
index 000000000..edadf32a0
--- /dev/null
+++ b/.changeset/lucky-tigers-drive.md
@@ -0,0 +1,5 @@
+---
+'gitbook': patch
+---
+
+Fix AI Actions dropdown and LLM integration
diff --git a/packages/gitbook/src/components/AIActions/AIActionsDropdown.tsx b/packages/gitbook/src/components/AIActions/AIActionsDropdown.tsx
index c487ca6ec..617f6bb17 100644
--- a/packages/gitbook/src/components/AIActions/AIActionsDropdown.tsx
+++ b/packages/gitbook/src/components/AIActions/AIActionsDropdown.tsx
@@ -12,18 +12,20 @@ import { DropdownMenu } from '@/components/primitives/DropdownMenu';
 import { Icon } from '@gitbook/icons';
 import { useRef } from 'react';
 
+interface AIActionsDropdownProps {
+    markdownPageUrl: string;
+    withAIChat?: boolean;
+    trademark: boolean;
+    /**
+     * Whether to include the "Open in LLM" entries in the dropdown menu.
+     */
+    withLLMActions?: boolean;
+}
+
 /**
  * Dropdown menu for the AI Actions (Ask Docs Assistant, Copy page, View as Markdown, Open in LLM).
  */
-export function AIActionsDropdown(props: {
-    markdownPageUrl: string;
-    /**
-     * Whether to include the "Ask Docs Assistant" entry in the dropdown menu.
-     */
-    withAIChat?: boolean;
-    pageURL: string;
-    trademark: boolean;
-}) {
+export function AIActionsDropdown(props: AIActionsDropdownProps) {
     const ref = useRef<HTMLDivElement>(null);
 
     return (
@@ -56,13 +58,8 @@ export function AIActionsDropdown(props: {
 /**
  * The content of the dropdown menu.
  */
-function AIActionsDropdownMenuContent(props: {
-    markdownPageUrl: string;
-    withAIChat?: boolean;
-    pageURL: string;
-    trademark: boolean;
-}) {
-    const { markdownPageUrl, withAIChat, pageURL, trademark } = props;
+function AIActionsDropdownMenuContent(props: AIActionsDropdownProps) {
+    const { markdownPageUrl, withAIChat, trademark, withLLMActions } = props;
 
     return (
         <>
@@ -77,8 +74,12 @@ function AIActionsDropdownMenuContent(props: {
             />
             <ViewAsMarkdown markdownPageUrl={markdownPageUrl} type="dropdown-menu-item" />
 
-            <OpenInLLM provider="chatgpt" url={pageURL} type="dropdown-menu-item" />
-            <OpenInLLM provider="claude" url={pageURL} type="dropdown-menu-item" />
+            {withLLMActions ? (
+                <>
+                    <OpenInLLM provider="chatgpt" url={markdownPageUrl} type="dropdown-menu-item" />
+                    <OpenInLLM provider="claude" url={markdownPageUrl} type="dropdown-menu-item" />
+                </>
+            ) : null}
         </>
     );
 }
@@ -86,11 +87,7 @@ function AIActionsDropdownMenuContent(props: {
 /**
  * A default action shown as a quick-access button beside the dropdown menu
  */
-function DefaultAction(props: {
-    markdownPageUrl: string;
-    withAIChat?: boolean;
-    trademark: boolean;
-}) {
+function DefaultAction(props: AIActionsDropdownProps) {
     const { markdownPageUrl, withAIChat, trademark } = props;
 
     if (withAIChat) {
diff --git a/packages/gitbook/src/components/PageBody/PageHeader.tsx b/packages/gitbook/src/components/PageBody/PageHeader.tsx
index f0be51ccd..b5e0f1bf3 100644
--- a/packages/gitbook/src/components/PageBody/PageHeader.tsx
+++ b/packages/gitbook/src/components/PageBody/PageHeader.tsx
@@ -3,7 +3,7 @@ import { isAIChatEnabled } from '@/components/utils/isAIChatEnabled';
 import type { GitBookSiteContext } from '@/lib/context';
 import type { AncestorRevisionPage } from '@/lib/pages';
 import { tcls } from '@/lib/tailwind';
-import type { RevisionPageDocument } from '@gitbook/api';
+import { type RevisionPageDocument, SiteVisibility } from '@gitbook/api';
 import { Icon } from '@gitbook/icons';
 import { PageIcon } from '../PageIcon';
 import { StyledLink } from '../primitives';
@@ -42,15 +42,10 @@ export async function PageHeader(props: {
                     )}
                 >
                     <AIActionsDropdown
-                        markdownPageUrl={`${context.linker.toPathInSpace(page.path)}.md`}
-                        pageURL={context.linker.toAbsoluteURL(
-                            context.linker.toPathForPage({
-                                pages: context.revision.pages,
-                                page,
-                            })
-                        )}
+                        markdownPageUrl={`${context.linker.toAbsoluteURL(context.linker.toPathInSpace(page.path))}.md`}
                         withAIChat={withAIChat}
                         trademark={context.customization.trademark.enabled}
+                        withLLMActions={context.site.visibility === SiteVisibility.Public}
                     />
                 </div>
             ) : null}