diff --git a/src/agent.ts b/src/agent.ts
index d3c4050..2ae6cc9 100644
--- a/src/agent.ts
+++ b/src/agent.ts
@@ -245,7 +245,11 @@ async function updateReferences(thisStep: AnswerAction, allURLs: Record<string,
       if (!normalizedUrl) return null; // This causes the type error
 
       return {
-        exactQuote: ref?.exactQuote || '',
+        exactQuote: (ref?.exactQuote ||
+          allURLs[normalizedUrl]?.description ||
+          allURLs[normalizedUrl]?.title || '')
+          .replace(/[^\p{L}\p{N}\s]/gu, ' ')
+          .replace(/\s+/g, ' '),
         title: allURLs[normalizedUrl]?.title || '',
         url: normalizedUrl,
         dateTime: ref?.dateTime || ''