diff --git a/djangocms_text/cms_plugins.py b/djangocms_text/cms_plugins.py
index 4776a4f..e9dd503 100644
--- a/djangocms_text/cms_plugins.py
+++ b/djangocms_text/cms_plugins.py
@@ -533,13 +533,12 @@ def get_available_urls(self, request):
                 )
         else:
             # django CMS 3
-            qs = [
-                title.page
-                for title in PageContent.objects.filter(language=language, title__icontains=search).order_by(
-                    "page__node__path"
+            qs = list(
+                PageContent.objects.filter(language=language, title__icontains=search).order_by("page__node__path")
                 )
-            ]
-
+            for page_content in qs:
+                # Patch the missing get_absolute_url method
+                page_content.get_absolute_url = lambda: page_content.page.get_absolute_url()
         urls = {
             "results": [
                 {
diff --git a/tests/test_html.py b/tests/test_html.py
index 2db43ff..2085f17 100644
--- a/tests/test_html.py
+++ b/tests/test_html.py
@@ -119,7 +119,7 @@ def test_invalid_dynamic_link(self):
             page.get_absolute_url(),
             "/en/page/",
         )
-        dynamic_html = f'<a data-cms-href="cms.page:{page.pk + 1}">Link</a>'
+        dynamic_html = '<a data-cms-href="cms.page:0">Link</a>'
 
         result = render_dynamic_attributes(dynamic_html)
         self.assertEqual(