diff --git a/services/parser/worker.py b/services/parser/worker.py
index b0374e3..791ae8b 100644
--- a/services/parser/worker.py
+++ b/services/parser/worker.py
@@ -115,6 +115,45 @@ async def process_job(
 
     text = parsed.body_text
 
+    # If parsed body is short (<500 chars), enrich with Polygon description from raw payload
+    if len(text or "") < 500:
+        doc_row = await pool.fetchrow(
+            "SELECT title, raw_storage_ref FROM documents WHERE id = $1::uuid", doc_id,
+        )
+        if doc_row and doc_row["raw_storage_ref"]:
+            try:
+                ref = doc_row["raw_storage_ref"]
+                parts = ref.replace("s3://", "").split("/", 1)
+                if len(parts) == 2:
+                    raw_obj = minio_client.get_object(parts[0], parts[1])
+                    raw_data = json.loads(raw_obj.read())
+                    raw_obj.close()
+                    raw_obj.release_conn()
+                    # Find matching article by title
+                    items = raw_data.get("results", [])
+                    if isinstance(items, list):
+                        doc_title = doc_row["title"] or ""
+                        for item in items:
+                            if item.get("title", "") == doc_title:
+                                desc = item.get("description", "")
+                                keywords = item.get("keywords", [])
+                                author = item.get("author", "")
+                                enriched_parts = []
+                                if doc_title:
+                                    enriched_parts.append(doc_title)
+                                if author:
+                                    enriched_parts.append(f"By {author}")
+                                if desc:
+                                    enriched_parts.append(desc)
+                                if keywords:
+                                    enriched_parts.append(f"Keywords: {', '.join(keywords)}")
+                                if text:
+                                    enriched_parts.append(text)
+                                text = "\n\n".join(enriched_parts)
+                                break
+            except Exception as e:
+                logger.debug("Could not enrich short text for doc %s: %s", doc_id, e)
+
     # Upload normalized text to MinIO
     norm_ref: str | None = None
     if text: