diff --git a/src/StaticCaching/NoCache/Session.php b/src/StaticCaching/NoCache/Session.php
index f60f9c6b25..cf727fdcba 100644
--- a/src/StaticCaching/NoCache/Session.php
+++ b/src/StaticCaching/NoCache/Session.php
@@ -2,8 +2,10 @@
 
 namespace Statamic\StaticCaching\NoCache;
 
+use Illuminate\Pagination\AbstractPaginator;
 use Illuminate\Support\Collection;
 use Illuminate\Support\Facades\Cache;
+use Illuminate\Support\Str;
 use Statamic\Facades\Cascade;
 use Statamic\Facades\Data;
 
@@ -113,6 +115,8 @@ public function restore()
         $this->regions = $this->regions->merge($session['regions'] ?? []);
         $this->cascade = $this->restoreCascade();
 
+        $this->resolvePageAndPathForPagination();
+
         return $this;
     }
 
@@ -124,6 +128,15 @@ private function restoreCascade()
             ->toArray();
     }
 
+    private function resolvePageAndPathForPagination(): void
+    {
+        AbstractPaginator::currentPathResolver(fn () => Str::before($this->url, '?'));
+
+        AbstractPaginator::currentPageResolver(function () {
+            return Str::of($this->url)->after('page=')->before('&')->__toString();
+        });
+    }
+
     private function cacheRegion(Region $region)
     {
         Cache::forever('nocache::region.'.$region->key(), $region);
diff --git a/src/Tags/Concerns/OutputsItems.php b/src/Tags/Concerns/OutputsItems.php
index 000b3de6cf..c4a743dd8d 100644
--- a/src/Tags/Concerns/OutputsItems.php
+++ b/src/Tags/Concerns/OutputsItems.php
@@ -60,7 +60,7 @@ protected function getPaginationData($paginator)
             'current_page' => $paginator->currentPage(),
             'prev_page' => $paginator->previousPageUrl(),
             'next_page' => $paginator->nextPageUrl(),
-            'auto_links' => $paginator->render('pagination::default'),
+            'auto_links' => (string) $paginator->render('pagination::default'),
             'links' => $paginator->renderArray(),
         ];
     }