diff --git a/src/glue.py b/src/glue.py
index 2fbf44a..c5f79a1 100644
--- a/src/glue.py
+++ b/src/glue.py
@@ -16,11 +16,12 @@ Throttler = throttler.GlobalThrottler
 LEGO_CAT_ID = get_sq_env.LEGO_CAT_ID
 
 
-async def enrich_single_item(item_id: str, logger=None) -> bool:
+async def enrich_single_item(item_id: str, item_data: dict = None, logger=None) -> bool:
     r"""
+    Enrich a single Square catalog item with Brickset data.
 
     Flow:
-    1. Get item details from Square (by item_id)
+    1. Get item details from Square (by item_id) - skip if item_data provided
     2. Extract 5-digit set number from name (regex \d{5})
     3. Fetch Brickset data (with throttling)
     4. Update Square item with enriched data
@@ -28,6 +29,7 @@ async def enrich_single_item(item_id: str, logger=None) -> bool:
 
     Args:
         item_id: Square catalog item ID
+        item_data: Optional pre-fetched item data (avoids redundant API call)
         logger: Optional logger instance for debug output
 
     Returns:
@@ -39,8 +41,12 @@ async def enrich_single_item(item_id: str, logger=None) -> bool:
         else:
             print(f"[@DEBUG] Starting enrichment for item {item_id}")
 
-        # Get item details from Square
-        item = await asquare.get_item_by_id(item_id)
+        # Get item details from Square (only if not already provided)
+        if item_data is None:
+            item = await asquare.get_item_by_id(item_id)
+        else:
+            item = item_data
+
         item_name = item.get("name", "")
 
         if logger:
diff --git a/studspider.py b/studspider.py
index 5f10954..d4a60d8 100644
--- a/studspider.py
+++ b/studspider.py
@@ -263,8 +263,10 @@ async def process_webhook(
                         print(
                             f"[PROCESS]   ✓ LEGO item detected - triggering enrichment"
                         )
-                        # Trigger enrichment in background
-                        asyncio.create_task(glue.enrich_single_item(item_id))
+                        # Trigger enrichment in background with item data to avoid redundant lookup
+                        asyncio.create_task(
+                            glue.enrich_single_item(item_id, item_data=item)
+                        )
                     else:
                         print(f"[PROCESS]   ✗ Not a LEGO item - skipping enrichment")
 
@@ -299,8 +301,10 @@ async def process_webhook(
                         print(
                             f"[PROCESS]   ✓ LEGO item detected - triggering enrichment"
                         )
-                        # Trigger enrichment in background
-                        asyncio.create_task(glue.enrich_single_item(item_id))
+                        # Trigger enrichment in background with item data to avoid redundant lookup
+                        asyncio.create_task(
+                            glue.enrich_single_item(item_id, item_data=item)
+                        )
                     else:
                         print(f"[PROCESS]   ✗ Not a LEGO item - skipping enrichment")