diff --git a/packages/injected-script/main/sceneChange/twitter.ts b/packages/injected-script/main/sceneChange/twitter.ts
index b8497f2ab688..5ff16de8d4c8 100644
--- a/packages/injected-script/main/sceneChange/twitter.ts
+++ b/packages/injected-script/main/sceneChange/twitter.ts
@@ -15,7 +15,7 @@ export function setupWatcherForTwitter() {
     const update = () => {
         const newFirstSlug = getFirstSlug()
         // reset to void wrong value
-        if (!firstSlug || apply(includes, TWITTER_RESERVED_SLUGS, [firstSlug])) {
+        if (!newFirstSlug || apply(includes, TWITTER_RESERVED_SLUGS, [newFirstSlug])) {
             const event = new no_xray_CustomEvent('scenechange', {
                 detail: { scene: 'unknown' },
             }) as WindowEventMap['scenechange']
diff --git a/packages/mask/src/social-network-adaptor/twitter.com/collecting/identity.ts b/packages/mask/src/social-network-adaptor/twitter.com/collecting/identity.ts
index d394351bf86b..b0fabd0fb176 100644
--- a/packages/mask/src/social-network-adaptor/twitter.com/collecting/identity.ts
+++ b/packages/mask/src/social-network-adaptor/twitter.com/collecting/identity.ts
@@ -124,6 +124,7 @@ function resolveCurrentVisitingIdentityInner(
 ) {
     const update = async (twitterId: string) => {
         const user = await Twitter.getUserByScreenName(twitterId)
+        if (!user) return
         const bio = user.legacy.description
 
         const nickname = user.legacy.name
diff --git a/packages/mask/src/utils/hooks/useSceneChange.ts b/packages/mask/src/utils/hooks/useSceneChange.ts
new file mode 100644
index 000000000000..fd912c98c6ac
--- /dev/null
+++ b/packages/mask/src/utils/hooks/useSceneChange.ts
@@ -0,0 +1,8 @@
+import { useEffect } from 'react'
+
+export function useSceneChange(handler: (event: WindowEventMap['scenechange']) => void) {
+    useEffect(() => {
+        window.addEventListener('scenechange', handler)
+        return () => window.removeEventListener('scenechange', handler)
+    }, [handler])
+}
diff --git a/packages/web3-providers/src/twitter/index.ts b/packages/web3-providers/src/twitter/index.ts
index f589576f5a7a..c0b8e02ec7c5 100644
--- a/packages/web3-providers/src/twitter/index.ts
+++ b/packages/web3-providers/src/twitter/index.ts
@@ -1,5 +1,6 @@
 import { escapeRegExp } from 'lodash-unified'
 import urlcat from 'urlcat'
+import LRUCache from 'lru-cache'
 import type { TwitterBaseAPI } from '../types'
 
 const UPLOAD_AVATAR_URL = 'https://upload.twitter.com/i/media/upload.json'
@@ -117,6 +118,11 @@ async function getSettings(bearerToken: string, csrfToken: string): Promise<Twit
     return response.json()
 }
 
+const cache = new LRUCache<string, any>({
+    max: 20,
+    ttl: 300_000,
+})
+
 export class TwitterAPI implements TwitterBaseAPI.Provider {
     async getSettings() {
         const { bearerToken, queryToken, csrfToken } = await getTokens()
@@ -197,7 +203,7 @@ export class TwitterAPI implements TwitterBaseAPI.Provider {
         }
     }
 
-    async getUserByScreenName(screenName: string): Promise<TwitterBaseAPI.User> {
+    async getUserByScreenName(screenName: string): Promise<TwitterBaseAPI.User | null> {
         const { bearerToken, csrfToken, queryId } = await getTokens('UserByScreenName')
         const url = urlcat('https://twitter.com/i/api/graphql/:queryId/UserByScreenName', {
             queryId,
@@ -207,17 +213,26 @@ export class TwitterAPI implements TwitterBaseAPI.Provider {
                 withSuperFollowsUserFields: true,
             }),
         })
+        const cacheKey = `${bearerToken}/${csrfToken}/${url}`
+        const fetchingTask: Promise<Response> =
+            cache.get(cacheKey) ??
+            fetch(url, {
+                headers: {
+                    authorization: `Bearer ${bearerToken}`,
+                    'x-csrf-token': csrfToken,
+                    'content-type': 'application/json',
+                    'x-twitter-auth-type': 'OAuth2Session',
+                    'x-twitter-active-user': 'yes',
+                    referer: `https://twitter.com/${screenName}`,
+                },
+            })
 
-        const response = await fetch(url, {
-            headers: {
-                authorization: `Bearer ${bearerToken}`,
-                'x-csrf-token': csrfToken,
-                'content-type': 'application/json',
-                'x-twitter-auth-type': 'OAuth2Session',
-                'x-twitter-active-user': 'yes',
-                referer: `https://twitter.com/${screenName}`,
-            },
-        })
+        cache.set(cacheKey, fetchingTask)
+        const response = (await fetchingTask).clone()
+        if (!response.ok) {
+            cache.delete(cacheKey)
+            return null
+        }
         const userResponse: TwitterBaseAPI.UserByScreenNameResponse = await response.json()
         return userResponse.data.user.result
     }
diff --git a/packages/web3-providers/src/types.ts b/packages/web3-providers/src/types.ts
index a8150e067e8b..e6cbfc9ef785 100644
--- a/packages/web3-providers/src/types.ts
+++ b/packages/web3-providers/src/types.ts
@@ -531,7 +531,7 @@ export namespace TwitterBaseAPI {
         >
         uploadUserAvatar: (screenName: string, image: Blob | File) => Promise<TwitterResult>
         updateProfileImage: (screenName: string, media_id_str: string) => Promise<AvatarInfo | undefined>
-        getUserByScreenName: (screenName: string) => Promise<User>
+        getUserByScreenName: (screenName: string) => Promise<User | null>
     }
 }