diff --git a/frontend/web/src/components/LinkFavicon.tsx b/frontend/web/src/components/LinkFavicon.tsx
new file mode 100644
index 0000000..1eeb650
--- /dev/null
+++ b/frontend/web/src/components/LinkFavicon.tsx
@@ -0,0 +1,36 @@
+import { useState } from "react";
+import { useWorkspaceStore } from "@/stores";
+import Icon from "./Icon";
+
+interface Props {
+  url: string;
+}
+
+const getFaviconUrlWithProvider = (url: string, provider: string) => {
+  try {
+    const searchParams = new URLSearchParams();
+    searchParams.set("domain", new URL(url).hostname);
+    return new URL(`?${searchParams.toString()}`, provider).toString();
+  } catch (error) {
+    return "";
+  }
+};
+
+const LinkFavicon = (props: Props) => {
+  const { url } = props;
+  const workspaceStore = useWorkspaceStore();
+  const faviconProvider = workspaceStore.profile.faviconProvider || "https://www.google.com/s2/favicons";
+  const [faviconUrl, setFaviconUrl] = useState<string>(getFaviconUrlWithProvider(url, faviconProvider));
+
+  const handleImgError = () => {
+    setFaviconUrl("");
+  };
+
+  return faviconUrl ? (
+    <img className="w-full h-auto rounded" src={faviconUrl} decoding="async" loading="lazy" onError={handleImgError} />
+  ) : (
+    <Icon.CircleSlash className="w-full h-auto text-gray-400" strokeWidth={1.5} />
+  );
+};
+
+export default LinkFavicon;
diff --git a/frontend/web/src/components/ShortcutCard.tsx b/frontend/web/src/components/ShortcutCard.tsx
index fe0cbdd..9f9889b 100644
--- a/frontend/web/src/components/ShortcutCard.tsx
+++ b/frontend/web/src/components/ShortcutCard.tsx
@@ -8,8 +8,9 @@ import { Link } from "react-router-dom";
 import { useUserStore, useViewStore } from "@/stores";
 import { Shortcut } from "@/types/proto/api/v1/shortcut_service";
 import { convertVisibilityFromPb } from "@/utils/visibility";
-import { absolutifyLink, getFaviconWithGoogleS2 } from "../helpers/utils";
+import { absolutifyLink } from "../helpers/utils";
 import Icon from "./Icon";
+import LinkFavicon from "./LinkFavicon";
 import ShortcutActionsDropdown from "./ShortcutActionsDropdown";
 import VisibilityIcon from "./VisibilityIcon";
 
@@ -24,7 +25,6 @@ const ShortcutCard = (props: Props) => {
   const viewStore = useViewStore();
   const creator = userStore.getUserById(shortcut.creatorId);
   const shortcutLink = absolutifyLink(`/s/${shortcut.name}`);
-  const favicon = getFaviconWithGoogleS2(shortcut.link);
 
   useEffect(() => {
     userStore.getOrFetchUserById(shortcut.creatorId);
@@ -48,11 +48,7 @@ const ShortcutCard = (props: Props) => {
             to={`/shortcut/${shortcut.id}`}
             unstable_viewTransition
           >
-            {favicon ? (
-              <img className="w-full h-auto rounded" src={favicon} decoding="async" loading="lazy" />
-            ) : (
-              <Icon.CircleSlash className="w-full h-auto text-gray-400" />
-            )}
+            <LinkFavicon url={shortcut.link} />
           </Link>
           <div className="ml-1 w-[calc(100%-24px)] flex flex-col justify-start items-start">
             <div className="w-full flex flex-row justify-start items-center">
diff --git a/frontend/web/src/components/ShortcutFrame.tsx b/frontend/web/src/components/ShortcutFrame.tsx
index 51f9c82..a9f8b14 100644
--- a/frontend/web/src/components/ShortcutFrame.tsx
+++ b/frontend/web/src/components/ShortcutFrame.tsx
@@ -1,17 +1,15 @@
 import { Divider } from "@mui/joy";
 import classNames from "classnames";
 import { Link } from "react-router-dom";
-import { getFaviconWithGoogleS2 } from "@/helpers/utils";
 import { Shortcut } from "@/types/proto/api/v1/shortcut_service";
 import Icon from "./Icon";
+import LinkFavicon from "./LinkFavicon";
 
 interface Props {
   shortcut: Shortcut;
 }
 
 const ShortcutFrame = ({ shortcut }: Props) => {
-  const favicon = getFaviconWithGoogleS2(shortcut.link);
-
   return (
     <div className="w-full h-full flex flex-col justify-center items-center p-8">
       <Link
@@ -20,11 +18,7 @@ const ShortcutFrame = ({ shortcut }: Props) => {
         target="_blank"
       >
         <div className={classNames("w-12 h-12 flex justify-center items-center overflow-clip rounded-lg shrink-0")}>
-          {favicon ? (
-            <img className="w-full h-auto" src={favicon} decoding="async" loading="lazy" />
-          ) : (
-            <Icon.Globe2Icon className="w-full h-auto opacity-70" strokeWidth={1} />
-          )}
+          <LinkFavicon url={shortcut.link} />
         </div>
         <p className="text-lg font-medium leading-8 mt-2 truncate">{shortcut.title || shortcut.name}</p>
         <p className="text-gray-500 truncate">{shortcut.description}</p>
diff --git a/frontend/web/src/components/ShortcutView.tsx b/frontend/web/src/components/ShortcutView.tsx
index 2387c9a..6fa154f 100644
--- a/frontend/web/src/components/ShortcutView.tsx
+++ b/frontend/web/src/components/ShortcutView.tsx
@@ -1,8 +1,8 @@
 import classNames from "classnames";
 import { Link } from "react-router-dom";
 import { Shortcut } from "@/types/proto/api/v1/shortcut_service";
-import { getFaviconWithGoogleS2 } from "../helpers/utils";
 import Icon from "./Icon";
+import LinkFavicon from "./LinkFavicon";
 import ShortcutActionsDropdown from "./ShortcutActionsDropdown";
 
 interface Props {
@@ -15,7 +15,6 @@ interface Props {
 
 const ShortcutView = (props: Props) => {
   const { shortcut, className, showActions, alwaysShowLink, onClick } = props;
-  const favicon = getFaviconWithGoogleS2(shortcut.link);
 
   return (
     <div
@@ -26,11 +25,7 @@ const ShortcutView = (props: Props) => {
       onClick={onClick}
     >
       <div className={classNames("w-5 h-5 flex justify-center items-center overflow-clip shrink-0")}>
-        {favicon ? (
-          <img className="w-full h-auto rounded" src={favicon} decoding="async" loading="lazy" />
-        ) : (
-          <Icon.CircleSlash className="w-full h-auto text-gray-400" />
-        )}
+        <LinkFavicon url={shortcut.link} />
       </div>
       <div className="ml-2 w-full truncate">
         {shortcut.title ? (
diff --git a/frontend/web/src/helpers/utils.ts b/frontend/web/src/helpers/utils.ts
index f019514..fa22b92 100644
--- a/frontend/web/src/helpers/utils.ts
+++ b/frontend/web/src/helpers/utils.ts
@@ -1,9 +1,3 @@
-import { isNull, isUndefined } from "lodash-es";
-
-export const isNullorUndefined = (value: any) => {
-  return isNull(value) || isUndefined(value);
-};
-
 export const absolutifyLink = (rel: string): string => {
   const anchor = document.createElement("a");
   anchor.setAttribute("href", rel);
@@ -15,19 +9,6 @@ export const isURL = (str: string): boolean => {
   return urlRegex.test(str);
 };
 
-export const releaseGuard = () => {
-  return import.meta.env.MODE === "development";
-};
-
-export const getFaviconWithGoogleS2 = (url: string) => {
-  try {
-    const urlObject = new URL(url);
-    return `https://www.google.com/s2/favicons?sz=128&domain=${urlObject.hostname}`;
-  } catch (error) {
-    return undefined;
-  }
-};
-
 export const generateRandomString = () => {
   const characters = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789";
   let randomString = "";
diff --git a/frontend/web/src/pages/ShortcutDetail.tsx b/frontend/web/src/pages/ShortcutDetail.tsx
index a54f583..8e5e13c 100644
--- a/frontend/web/src/pages/ShortcutDetail.tsx
+++ b/frontend/web/src/pages/ShortcutDetail.tsx
@@ -5,20 +5,21 @@ import { useEffect, useState } from "react";
 import toast from "react-hot-toast";
 import { useTranslation } from "react-i18next";
 import { useParams } from "react-router-dom";
+import { showCommonDialog } from "@/components/Alert";
+import AnalyticsView from "@/components/AnalyticsView";
+import CreateShortcutDrawer from "@/components/CreateShortcutDrawer";
+import GenerateQRCodeDialog from "@/components/GenerateQRCodeDialog";
+import Icon from "@/components/Icon";
+import LinkFavicon from "@/components/LinkFavicon";
+import VisibilityIcon from "@/components/VisibilityIcon";
+import Dropdown from "@/components/common/Dropdown";
+import { absolutifyLink } from "@/helpers/utils";
 import useLoading from "@/hooks/useLoading";
 import useNavigateTo from "@/hooks/useNavigateTo";
 import { useUserStore, useShortcutStore } from "@/stores";
 import { Shortcut } from "@/types/proto/api/v1/shortcut_service";
 import { Role } from "@/types/proto/api/v1/user_service";
 import { convertVisibilityFromPb } from "@/utils/visibility";
-import { showCommonDialog } from "../components/Alert";
-import AnalyticsView from "../components/AnalyticsView";
-import CreateShortcutDrawer from "../components/CreateShortcutDrawer";
-import GenerateQRCodeDialog from "../components/GenerateQRCodeDialog";
-import Icon from "../components/Icon";
-import VisibilityIcon from "../components/VisibilityIcon";
-import Dropdown from "../components/common/Dropdown";
-import { absolutifyLink, getFaviconWithGoogleS2 } from "../helpers/utils";
 
 interface State {
   showEditDrawer: boolean;
@@ -41,7 +42,6 @@ const ShortcutDetail = () => {
   const creator = userStore.getUserById(shortcut.creatorId);
   const havePermission = currentUser.role === Role.ADMIN || shortcut.creatorId === currentUser.id;
   const shortcutLink = absolutifyLink(`/s/${shortcut.name}`);
-  const favicon = getFaviconWithGoogleS2(shortcut.link);
 
   useEffect(() => {
     (async () => {
@@ -78,11 +78,7 @@ const ShortcutDetail = () => {
     <>
       <div className="mx-auto max-w-8xl w-full px-4 sm:px-6 md:px-12 pt-4 pb-6 flex flex-col justify-start items-start">
         <div className="mt-4 sm:mt-8 w-12 h-12 flex justify-center items-center overflow-clip">
-          {favicon ? (
-            <img className="w-full h-auto rounded-lg" src={favicon} decoding="async" loading="lazy" />
-          ) : (
-            <Icon.CircleSlash className="w-full h-auto text-gray-400" strokeWidth={1} />
-          )}
+          <LinkFavicon url={shortcut.link} />
         </div>
         <a
           className={classNames(