diff --git a/app/pages/catalog/index.vue b/app/pages/catalog/index.vue
index 5ab9d40..e5de9d2 100644
--- a/app/pages/catalog/index.vue
+++ b/app/pages/catalog/index.vue
@@ -397,6 +397,16 @@ const offers = ref<OfferResult[]>([])
 const offersLoading = ref(false)
 const showQuoteResults = ref(false)
 
+// Auto-run quote search when landing on a prefilled quote URL (mode=quote + filters)
+watch(
+  () => [catalogMode.value, canSearch.value],
+  () => {
+    if (catalogMode.value === 'quote' && canSearch.value && !showQuoteResults.value && !offersLoading.value) {
+      onSearch()
+    }
+  },
+  { immediate: true }
+)
 
 // Watch for search trigger from topnav
 const searchTrigger = useState<number>('catalog-search-trigger', () => 0)