diff --git a/CHANGELOG.md b/CHANGELOG.md
index 02058291..d763d838 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,7 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.
 
 ## 0.25.2
 
+- ux - Improve wording on project modernization by @FluoriteCafe-work in https://github.com/microsoft/vscode-java-dependency/pull/912
 - ux - Check extension existence on-the-fly when needed by @FluoriteCafe-work in https://github.com/microsoft/vscode-java-dependency/pull/911
 
 ## 0.25.0
diff --git a/src/upgrade/upgradeManager.ts b/src/upgrade/upgradeManager.ts
index 9808a3ac..87fe3372 100644
--- a/src/upgrade/upgradeManager.ts
+++ b/src/upgrade/upgradeManager.ts
@@ -11,7 +11,7 @@ import { Commands } from "../commands";
 import notificationManager from "./display/notificationManager";
 import { Settings } from "../settings";
 import assessmentManager from "./assessmentManager";
-import { checkOrInstallAppModExtension, checkOrPromptToInstallAppModExtension } from "./utility";
+import { checkOrInstallAppModExtensionForUpgrade, checkOrPopupToInstallAppModExtensionForModernization } from "./utility";
 
 const DEFAULT_UPGRADE_PROMPT = "Upgrade Java project dependency to latest version.";
 
@@ -26,16 +26,16 @@ class UpgradeManager {
 
         // Upgrade project
         context.subscriptions.push(instrumentOperationAsVsCodeCommand(Commands.JAVA_UPGRADE_WITH_COPILOT, async (promptText?: string) => {
-            await checkOrInstallAppModExtension(ExtensionName.APP_MODERNIZATION_UPGRADE_FOR_JAVA);
+            await checkOrInstallAppModExtensionForUpgrade(ExtensionName.APP_MODERNIZATION_UPGRADE_FOR_JAVA);
             const promptToUse = promptText ?? DEFAULT_UPGRADE_PROMPT;
             await commands.executeCommand(Commands.GOTO_AGENT_MODE, { prompt: promptToUse });
         }));
 
         // Show modernization view
         context.subscriptions.push(instrumentOperationAsVsCodeCommand(Commands.VIEW_MODERNIZE_JAVA_PROJECT, async () => {
-            await checkOrPromptToInstallAppModExtension(
+            await checkOrPopupToInstallAppModExtensionForModernization(
                 ExtensionName.APP_MODERNIZATION_FOR_JAVA,
-                "Install GitHub Copilot app modernization to modernize the Java project.",
+                `${ExtensionName.APP_MODERNIZATION_EXTENSION_NAME} extension is required to modernize Java projects. Would you like to install it and modernize this project?`,
                 "Install Extension and Modernize");
             await commands.executeCommand("workbench.view.extension.azureJavaMigrationExplorer");
         }));
diff --git a/src/upgrade/utility.ts b/src/upgrade/utility.ts
index b14bb81b..09588801 100644
--- a/src/upgrade/utility.ts
+++ b/src/upgrade/utility.ts
@@ -5,6 +5,7 @@ import { commands, extensions, Uri, window } from "vscode";
 import * as semver from "semver";
 import { UpgradeReason, type UpgradeIssue } from "./type";
 import { ExtensionName, Upgrade } from "../constants";
+import { instrumentOperation } from "vscode-extension-telemetry-wrapper";
 
 
 function findEolDate(currentVersion: string, eolDate: Record<string, string>): string | null {
@@ -74,24 +75,27 @@ export function normalizePath(path: string): string {
     return Uri.parse(path).toString();
 }
 
-async function checkOrPromptToEnableAppModExtension() {
+async function checkOrPromptToEnableAppModExtension(keyword: string) {
     if (extensions.getExtension(ExtensionName.APP_MODERNIZATION_FOR_JAVA)) {
         return;
     }
 
-    // The extension is disabled if we cannot detect the extension after installing it.
-    await commands.executeCommand("workbench.extensions.search", ExtensionName.APP_MODERNIZATION_FOR_JAVA);
-    const BTN_TEXT = "Show extension in sidebar";
-    const choice2 = await window.showInformationMessage(
-        `${ExtensionName.APP_MODERNIZATION_EXTENSION_NAME} extension is needed for the feature to work but it seems disabled. Please enable it manually and try again.`,
-        BTN_TEXT
-    );
-    if (choice2 === BTN_TEXT) {
+    // The extension is in a disabled state since we cannot detect the extension after installing it.
+    await instrumentOperation("java.dependency.extensionDisabled", async () => {
         await commands.executeCommand("workbench.extensions.search", ExtensionName.APP_MODERNIZATION_FOR_JAVA);
-    }
+        const BTN_TEXT = "Show extension in sidebar";
+        const choice2 = await window.showInformationMessage(
+            `${ExtensionName.APP_MODERNIZATION_EXTENSION_NAME} extension is required to ${keyword} Java projects but it seems disabled. Please enable it manually and try again.`,
+            { modal: true },
+            BTN_TEXT
+        );
+        if (choice2 === BTN_TEXT) {
+            await commands.executeCommand("workbench.extensions.search", ExtensionName.APP_MODERNIZATION_FOR_JAVA);
+        }
+    })();
 }
 
-export async function checkOrPromptToInstallAppModExtension(
+export async function checkOrPopupToInstallAppModExtensionForModernization(
     extensionIdToCheck: string,
     notificationText: string,
     buttonText: string): Promise<void> {
@@ -99,22 +103,22 @@ export async function checkOrPromptToInstallAppModExtension(
         return;
     }
 
-    const choice = await window.showInformationMessage(notificationText, buttonText);
+    const choice = await window.showInformationMessage(notificationText, { modal: true }, buttonText);
     if (choice === buttonText) {
         await commands.executeCommand("workbench.extensions.installExtension", ExtensionName.APP_MODERNIZATION_FOR_JAVA);
     } else {
         return;
     }
 
-    await checkOrPromptToEnableAppModExtension();
+    await checkOrPromptToEnableAppModExtension("modernize");
 }
 
-export async function checkOrInstallAppModExtension(
+export async function checkOrInstallAppModExtensionForUpgrade(
     extensionIdToCheck: string): Promise<void> {
     if (extensions.getExtension(extensionIdToCheck)) {
         return;
     }
 
     await commands.executeCommand("workbench.extensions.installExtension", ExtensionName.APP_MODERNIZATION_FOR_JAVA);
-    await checkOrPromptToEnableAppModExtension();
+    await checkOrPromptToEnableAppModExtension("upgrade");
 }
\ No newline at end of file