diff --git a/backend/app/services/orchestrator/steps.py b/backend/app/services/orchestrator/steps.py
index 1d979ec..04cfc96 100644
--- a/backend/app/services/orchestrator/steps.py
+++ b/backend/app/services/orchestrator/steps.py
@@ -321,6 +321,8 @@ def step_finalize(run: "WeeklyRun", db: "Session") -> None:
         logger.info("step_finalize: already done for %s", run.week_start_date)
         return
 
+    import uuid as _uuid_fin
+
     plan = (
         db.query(MealPlan)
         .filter(
@@ -345,20 +347,77 @@ def step_finalize(run: "WeeklyRun", db: "Session") -> None:
         .all()
     )
 
+    # Preload ingredient names for approved items
+    _fin_ids: set = set()
+    for _item in approved_items:
+        if _item.recipe:
+            for _ing in (_item.recipe.ingredients or []):
+                if "ingredient_id" in _ing:
+                    _fin_ids.add(_ing["ingredient_id"])
+    _fin_names: dict = {}
+    if _fin_ids:
+        _fin_rows = db.query(Ingredient).filter(
+            Ingredient.id.in_([_uuid_fin.UUID(str(i)) for i in _fin_ids])
+        ).all()
+        _fin_names = {str(r.id): r.name for r in _fin_rows}
+
     if approved_items:
-        rows_html = "".join(
-            f"<tr><td>{html.escape(item.recipe.name)}</td>"
-            f"<td>{html.escape(str(ing.get('name', '')))}</td>"
-            f"<td>{html.escape(str(ing.get('qty', '')))} {html.escape(str(ing.get('unit', '')))}</td></tr>"
-            for item in approved_items
-            if item.recipe
-            for ing in (item.recipe.ingredients or [])
-        )
+        total_cost = 0.0
+        rows_html = ""
+        seen_ingredients: set = set()
+        for item in approved_items:
+            if not item.recipe:
+                continue
+            for ing in (item.recipe.ingredients or []):
+                ing_id = str(ing.get("ingredient_id", ""))
+                ing_name = _fin_names.get(ing_id, "")
+                if not ing_name or ing_name in seen_ingredients:
+                    continue
+                seen_ingredients.add(ing_name)
+                qty = ing.get("qty", "")
+                unit = ing.get("unit", "")
+
+                # Find Lucky CA match
+                match = (
+                    db.query(IngredientGroceryMatch)
+                    .join(Ingredient, IngredientGroceryMatch.ingredient_id == Ingredient.id)
+                    .filter(Ingredient.id == _uuid_fin.UUID(ing_id))
+                    .order_by(IngredientGroceryMatch.confidence.desc())
+                    .first()
+                )
+                if match and match.grocery_item:
+                    lucky_name = html.escape(match.grocery_item.name or "")
+                    price = float(match.grocery_item.price or 0)
+                    total_cost += price
+                    price_str = f"${price:.2f}"
+                else:
+                    lucky_name = "—"
+                    price_str = "—"
+
+                rows_html += (
+                    f"<tr>"
+                    f"<td style='padding:6px 8px'>{html.escape(ing_name)}</td>"
+                    f"<td style='padding:6px 8px;color:#555'>{html.escape(str(qty))} {html.escape(str(unit))}</td>"
+                    f"<td style='padding:6px 8px;color:#555'>{lucky_name}</td>"
+                    f"<td style='padding:6px 8px;font-weight:bold'>{price_str}</td>"
+                    f"</tr>"
+                )
+
         email_html = (
+            f"<div style='font-family:sans-serif;max-width:600px;margin:0 auto'>"
             f"<h2>Shopping list — week of {run.week_start_date}</h2>"
             f"<p>{len(approved_items)} meal(s) approved.</p>"
-            f"<table><thead><tr><th>Recipe</th><th>Ingredient</th><th>Qty</th></tr></thead>"
-            f"<tbody>{rows_html}</tbody></table>"
+            f"<table style='border-collapse:collapse;width:100%;font-size:14px'>"
+            f"<thead><tr style='background:#f3f4f6'>"
+            f"<th style='text-align:left;padding:6px 8px;border-bottom:2px solid #e5e7eb'>Ingredient</th>"
+            f"<th style='text-align:left;padding:6px 8px;border-bottom:2px solid #e5e7eb'>Qty</th>"
+            f"<th style='text-align:left;padding:6px 8px;border-bottom:2px solid #e5e7eb'>At Lucky</th>"
+            f"<th style='text-align:left;padding:6px 8px;border-bottom:2px solid #e5e7eb'>Price</th>"
+            f"</tr></thead>"
+            f"<tbody>{rows_html}</tbody>"
+            f"</table>"
+            f"<p style='margin-top:16px;font-weight:bold'>Estimated total: ${total_cost:.2f}</p>"
+            f"</div>"
         )
     else:
         email_html = f"<p>No meals were approved for week of {run.week_start_date}.</p>"