diff --git a/src/khoj/database/admin.py b/src/khoj/database/admin.py
index 322b3afd..e590bffd 100644
--- a/src/khoj/database/admin.py
+++ b/src/khoj/database/admin.py
@@ -152,13 +152,17 @@ class KhojUserAdmin(UserAdmin, unfold_admin.ModelAdmin):
     actions = ["get_email_login_url"]
 
     def get_email_login_url(self, request, queryset):
+        any_valid_otps = False
         for user in queryset:
-            if user.email:
+            if user.email and user.email_verification_code:
+                any_valid_otps = True
                 host = request.get_host()
                 otp = quote(user.email_verification_code)
                 encoded_email = quote(user.email)
                 login_url = f"{host}/auth/magic?code={otp}&email={encoded_email}"
                 messages.info(request, f"Email login URL for {user.email}: {login_url}")
+        if not any_valid_otps:
+            messages.error(request, "No valid OTPs found for the selected users.")
 
     get_email_login_url.short_description = "Get email login URL"  # type: ignore