diff --git a/web/app/(commonLayout)/layout.tsx b/web/app/(commonLayout)/layout.tsx
index 2467f35b7b..699d2a4348 100644
--- a/web/app/(commonLayout)/layout.tsx
+++ b/web/app/(commonLayout)/layout.tsx
@@ -2,7 +2,6 @@ import type { ReactNode } from 'react'
 import * as React from 'react'
 import { AppInitializer } from '@/app/components/app-initializer'
 import InSiteMessageNotification from '@/app/components/app/in-site-message/notification'
-import AmplitudeProvider from '@/app/components/base/amplitude'
 import GA, { GaType } from '@/app/components/base/ga'
 import Zendesk from '@/app/components/base/zendesk'
 import { GotoAnything } from '@/app/components/goto-anything'
@@ -20,7 +19,6 @@ const Layout = ({ children }: { children: ReactNode }) => {
   return (
     <>
       <GA gaType={GaType.admin} />
-      <AmplitudeProvider />
       <AppInitializer>
         <AppContextProvider>
           <EventEmitterContextProvider>
diff --git a/web/app/account/(commonLayout)/layout.tsx b/web/app/account/(commonLayout)/layout.tsx
index 8fdbd8a238..f116cd00f9 100644
--- a/web/app/account/(commonLayout)/layout.tsx
+++ b/web/app/account/(commonLayout)/layout.tsx
@@ -1,7 +1,6 @@
 import type { ReactNode } from 'react'
 import * as React from 'react'
 import { AppInitializer } from '@/app/components/app-initializer'
-import AmplitudeProvider from '@/app/components/base/amplitude'
 import GA, { GaType } from '@/app/components/base/ga'
 import HeaderWrapper from '@/app/components/header/header-wrapper'
 import { AppContextProvider } from '@/context/app-context-provider'
@@ -14,7 +13,6 @@ const Layout = ({ children }: { children: ReactNode }) => {
   return (
     <>
       <GA gaType={GaType.admin} />
-      <AmplitudeProvider />
       <AppInitializer>
         <AppContextProvider>
           <EventEmitterContextProvider>
diff --git a/web/app/components/base/amplitude/AmplitudeProvider.tsx b/web/app/components/base/amplitude/AmplitudeProvider.tsx
index 00af15e24d..346cfaa7c4 100644
--- a/web/app/components/base/amplitude/AmplitudeProvider.tsx
+++ b/web/app/components/base/amplitude/AmplitudeProvider.tsx
@@ -1,82 +1,21 @@
 'use client'
 
 import type { FC } from 'react'
-import * as amplitude from '@amplitude/analytics-browser'
-import { sessionReplayPlugin } from '@amplitude/plugin-session-replay-browser'
+import type { AmplitudeInitializationOptions } from './init'
 import * as React from 'react'
 import { useEffect } from 'react'
-import { AMPLITUDE_API_KEY, isAmplitudeEnabled } from '@/config'
+import { ensureAmplitudeInitialized } from './init'
 
-export type IAmplitudeProps = {
-  sessionReplaySampleRate?: number
-}
-
-// Map URL pathname to English page name for consistent Amplitude tracking
-const getEnglishPageName = (pathname: string): string => {
-  // Remove leading slash and get the first segment
-  const segments = pathname.replace(/^\//, '').split('/')
-  const firstSegment = segments[0] || 'home'
-
-  const pageNameMap: Record<string, string> = {
-    '': 'Home',
-    'apps': 'Studio',
-    'datasets': 'Knowledge',
-    'explore': 'Explore',
-    'tools': 'Tools',
-    'account': 'Account',
-    'signin': 'Sign In',
-    'signup': 'Sign Up',
-  }
-
-  return pageNameMap[firstSegment] || firstSegment.charAt(0).toUpperCase() + firstSegment.slice(1)
-}
-
-// Enrichment plugin to override page title with English name for page view events
-const pageNameEnrichmentPlugin = (): amplitude.Types.EnrichmentPlugin => {
-  return {
-    name: 'page-name-enrichment',
-    type: 'enrichment',
-    setup: async () => undefined,
-    execute: async (event: amplitude.Types.Event) => {
-      // Only modify page view events
-      if (event.event_type === '[Amplitude] Page Viewed' && event.event_properties) {
-        /* v8 ignore next @preserve */
-        const pathname = typeof window !== 'undefined' ? window.location.pathname : ''
-        event.event_properties['[Amplitude] Page Title'] = getEnglishPageName(pathname)
-      }
-      return event
-    },
-  }
-}
+export type IAmplitudeProps = AmplitudeInitializationOptions
 
 const AmplitudeProvider: FC<IAmplitudeProps> = ({
   sessionReplaySampleRate = 0.5,
 }) => {
   useEffect(() => {
-    // Only enable in Saas edition with valid API key
-    if (!isAmplitudeEnabled)
-      return
-
-    // Initialize Amplitude
-    amplitude.init(AMPLITUDE_API_KEY, {
-      defaultTracking: {
-        sessions: true,
-        pageViews: true,
-        formInteractions: true,
-        fileDownloads: true,
-        attribution: true,
-      },
+    ensureAmplitudeInitialized({
+      sessionReplaySampleRate,
     })
-
-    // Add page name enrichment plugin to override page title with English name
-    amplitude.add(pageNameEnrichmentPlugin())
-
-    // Add Session Replay plugin
-    const sessionReplay = sessionReplayPlugin({
-      sampleRate: sessionReplaySampleRate,
-    })
-    amplitude.add(sessionReplay)
-  }, [])
+  }, [sessionReplaySampleRate])
 
   // This is a client component that renders nothing
   return null
diff --git a/web/app/components/base/amplitude/__tests__/AmplitudeProvider.spec.tsx b/web/app/components/base/amplitude/__tests__/AmplitudeProvider.spec.tsx
index 5835634eb7..a0080a0c0c 100644
--- a/web/app/components/base/amplitude/__tests__/AmplitudeProvider.spec.tsx
+++ b/web/app/components/base/amplitude/__tests__/AmplitudeProvider.spec.tsx
@@ -3,6 +3,7 @@ import { sessionReplayPlugin } from '@amplitude/plugin-session-replay-browser'
 import { render } from '@testing-library/react'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import AmplitudeProvider from '../AmplitudeProvider'
+import { resetAmplitudeInitializationForTests } from '../init'
 
 const mockConfig = vi.hoisted(() => ({
   AMPLITUDE_API_KEY: 'test-api-key',
@@ -35,6 +36,7 @@ describe('AmplitudeProvider', () => {
     vi.clearAllMocks()
     mockConfig.AMPLITUDE_API_KEY = 'test-api-key'
     mockConfig.IS_CLOUD_EDITION = true
+    resetAmplitudeInitializationForTests()
   })
 
   describe('Component', () => {
@@ -46,6 +48,17 @@ describe('AmplitudeProvider', () => {
       expect(amplitude.add).toHaveBeenCalledTimes(2)
     })
 
+    it('does not re-initialize amplitude on remount', () => {
+      const { unmount } = render(<AmplitudeProvider sessionReplaySampleRate={0.8} />)
+
+      unmount()
+      render(<AmplitudeProvider sessionReplaySampleRate={0.8} />)
+
+      expect(amplitude.init).toHaveBeenCalledTimes(1)
+      expect(sessionReplayPlugin).toHaveBeenCalledTimes(1)
+      expect(amplitude.add).toHaveBeenCalledTimes(2)
+    })
+
     it('does not initialize amplitude when disabled', () => {
       mockConfig.AMPLITUDE_API_KEY = ''
       render(<AmplitudeProvider />)
diff --git a/web/app/components/base/amplitude/__tests__/init.spec.ts b/web/app/components/base/amplitude/__tests__/init.spec.ts
new file mode 100644
index 0000000000..25a5410148
--- /dev/null
+++ b/web/app/components/base/amplitude/__tests__/init.spec.ts
@@ -0,0 +1,61 @@
+import * as amplitude from '@amplitude/analytics-browser'
+import { sessionReplayPlugin } from '@amplitude/plugin-session-replay-browser'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { ensureAmplitudeInitialized, resetAmplitudeInitializationForTests } from '../init'
+
+const mockConfig = vi.hoisted(() => ({
+  AMPLITUDE_API_KEY: 'test-api-key',
+  IS_CLOUD_EDITION: true,
+}))
+
+vi.mock('@/config', () => ({
+  get AMPLITUDE_API_KEY() {
+    return mockConfig.AMPLITUDE_API_KEY
+  },
+  get IS_CLOUD_EDITION() {
+    return mockConfig.IS_CLOUD_EDITION
+  },
+  get isAmplitudeEnabled() {
+    return mockConfig.IS_CLOUD_EDITION && !!mockConfig.AMPLITUDE_API_KEY
+  },
+}))
+
+vi.mock('@amplitude/analytics-browser', () => ({
+  init: vi.fn(),
+  add: vi.fn(),
+}))
+
+vi.mock('@amplitude/plugin-session-replay-browser', () => ({
+  sessionReplayPlugin: vi.fn(() => ({ name: 'session-replay' })),
+}))
+
+describe('amplitude init helper', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockConfig.AMPLITUDE_API_KEY = 'test-api-key'
+    mockConfig.IS_CLOUD_EDITION = true
+    resetAmplitudeInitializationForTests()
+  })
+
+  describe('ensureAmplitudeInitialized', () => {
+    it('should initialize amplitude only once across repeated calls', () => {
+      ensureAmplitudeInitialized({ sessionReplaySampleRate: 0.8 })
+      ensureAmplitudeInitialized({ sessionReplaySampleRate: 0.2 })
+
+      expect(amplitude.init).toHaveBeenCalledTimes(1)
+      expect(sessionReplayPlugin).toHaveBeenCalledTimes(1)
+      expect(sessionReplayPlugin).toHaveBeenCalledWith({ sampleRate: 0.8 })
+      expect(amplitude.add).toHaveBeenCalledTimes(2)
+    })
+
+    it('should skip initialization when amplitude is disabled', () => {
+      mockConfig.AMPLITUDE_API_KEY = ''
+
+      ensureAmplitudeInitialized()
+
+      expect(amplitude.init).not.toHaveBeenCalled()
+      expect(sessionReplayPlugin).not.toHaveBeenCalled()
+      expect(amplitude.add).not.toHaveBeenCalled()
+    })
+  })
+})
diff --git a/web/app/components/base/amplitude/init.ts b/web/app/components/base/amplitude/init.ts
new file mode 100644
index 0000000000..209b7dfac0
--- /dev/null
+++ b/web/app/components/base/amplitude/init.ts
@@ -0,0 +1,82 @@
+import * as amplitude from '@amplitude/analytics-browser'
+import { sessionReplayPlugin } from '@amplitude/plugin-session-replay-browser'
+import { AMPLITUDE_API_KEY, isAmplitudeEnabled } from '@/config'
+
+export type AmplitudeInitializationOptions = {
+  sessionReplaySampleRate?: number
+}
+
+let isAmplitudeInitialized = false
+
+// Map URL pathname to English page name for consistent Amplitude tracking
+const getEnglishPageName = (pathname: string): string => {
+  // Remove leading slash and get the first segment
+  const segments = pathname.replace(/^\//, '').split('/')
+  const firstSegment = segments[0] || 'home'
+
+  const pageNameMap: Record<string, string> = {
+    '': 'Home',
+    'apps': 'Studio',
+    'datasets': 'Knowledge',
+    'explore': 'Explore',
+    'tools': 'Tools',
+    'account': 'Account',
+    'signin': 'Sign In',
+    'signup': 'Sign Up',
+  }
+
+  return pageNameMap[firstSegment] || firstSegment.charAt(0).toUpperCase() + firstSegment.slice(1)
+}
+
+// Enrichment plugin to override page title with English name for page view events
+const createPageNameEnrichmentPlugin = (): amplitude.Types.EnrichmentPlugin => {
+  return {
+    name: 'page-name-enrichment',
+    type: 'enrichment',
+    setup: async () => undefined,
+    execute: async (event: amplitude.Types.Event) => {
+      // Only modify page view events
+      if (event.event_type === '[Amplitude] Page Viewed' && event.event_properties) {
+        /* v8 ignore next @preserve */
+        const pathname = typeof window !== 'undefined' ? window.location.pathname : ''
+        event.event_properties['[Amplitude] Page Title'] = getEnglishPageName(pathname)
+      }
+      return event
+    },
+  }
+}
+
+export const ensureAmplitudeInitialized = ({
+  sessionReplaySampleRate = 0.5,
+}: AmplitudeInitializationOptions = {}) => {
+  if (!isAmplitudeEnabled || isAmplitudeInitialized)
+    return
+
+  isAmplitudeInitialized = true
+
+  try {
+    amplitude.init(AMPLITUDE_API_KEY, {
+      defaultTracking: {
+        sessions: true,
+        pageViews: true,
+        formInteractions: true,
+        fileDownloads: true,
+        attribution: true,
+      },
+    })
+
+    amplitude.add(createPageNameEnrichmentPlugin())
+    amplitude.add(sessionReplayPlugin({
+      sampleRate: sessionReplaySampleRate,
+    }))
+  }
+  catch (error) {
+    isAmplitudeInitialized = false
+    throw error
+  }
+}
+
+// Only used by unit tests to reset module-scoped initialization state.
+export const resetAmplitudeInitializationForTests = () => {
+  isAmplitudeInitialized = false
+}
diff --git a/web/app/layout.tsx b/web/app/layout.tsx
index 009f2ca584..9fb2b8dae2 100644
--- a/web/app/layout.tsx
+++ b/web/app/layout.tsx
@@ -4,6 +4,7 @@ import { TooltipProvider } from '@langgenius/dify-ui/tooltip'
 import { Provider as JotaiProvider } from 'jotai/react'
 import { ThemeProvider } from 'next-themes'
 import { NuqsAdapter } from 'nuqs/adapters/next/app'
+import AmplitudeProvider from '@/app/components/base/amplitude'
 import { TanstackQueryInitializer } from '@/context/query-client'
 import { getDatasetMap } from '@/env'
 import { getLocaleOnServer } from '@/i18n-config/server'
@@ -56,6 +57,7 @@ const LocaleLayout = async ({
         {...datasetMap}
       >
         <div className="isolate h-full">
+          <AmplitudeProvider />
           <JotaiProvider>
             <ThemeProvider
               attribute="data-theme"