diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2fc8242..5beb55d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,7 +4,7 @@
 
 - Fix: menubar Keyboard Shortcuts submenu now reflects custom shortcuts
 - Fix: GitHub release notes now aggregate all unreleased changelog entries
-- Feat: PR link badge in session list items (clickable, opens browser)
+- Feat: PR link badge in session list items (clickable, opens browser, searchable by URL)
 - Feat: purple dot on projects currently open in VS Code/Cursor
 - Pin axios to 1.14.0 (avoid compromised 1.14.1)
 
diff --git a/src/switcher-ui.tsx b/src/switcher-ui.tsx
index e6b38f1..3028709 100644
--- a/src/switcher-ui.tsx
+++ b/src/switcher-ui.tsx
@@ -353,7 +353,7 @@ function SwitcherApp() {
     const words = query.toLowerCase().split(/\s+/).filter(Boolean);
     return allItems.filter((s) => {
       const prInfo = prLinks[s.sessionId];
-      const searchTarget = `${s.projectName} ${s.project} ${s.firstUserMessage} ${s.lastUserMessage} ${customTitles[s.sessionId] || ''} ${branches[s.sessionId] || ''} ${prInfo ? `PR #${prInfo.prNumber}` : ''} ${assistantResponses[s.sessionId] || ''}`.toLowerCase();
+      const searchTarget = `${s.projectName} ${s.project} ${s.firstUserMessage} ${s.lastUserMessage} ${customTitles[s.sessionId] || ''} ${branches[s.sessionId] || ''} ${prInfo ? `PR #${prInfo.prNumber} ${prInfo.prUrl}` : ''} ${assistantResponses[s.sessionId] || ''}`.toLowerCase();
       return words.every((w: string) => searchTarget.includes(w));
     });
   };
diff --git a/yarn.lock b/yarn.lock
index 8df0993..a1afc85 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -2418,7 +2418,7 @@ available-typed-arrays@^1.0.7:
   dependencies:
     possible-typed-array-names "^1.0.0"
 
-axios@^1.14.0:
+axios@1.14.0:
   version "1.14.0"
   resolved "https://registry.yarnpkg.com/axios/-/axios-1.14.0.tgz#7c29f4cf2ea91ef05018d5aa5399bf23ed3120eb"
   integrity sha512-3Y8yrqLSwjuzpXuZ0oIYZ/XGgLwUIBU3uLvbcpb0pidD9ctpShJd43KSlEEkVQg6DS0G9NKyzOvBfUtDKEyHvQ==