diff --git a/backend/main.py b/backend/main.py
index d69bf51..8c21a4d 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -1694,7 +1694,10 @@ async def create_report(
             # This is a leaf — return itself
             cat = tree_by_id.get(parent_id)
             if cat:
-                path_model = (cat.get("url") or "").lstrip("/") or None
+                # Trendyol pathModel formati: "<slug>-x-c<categoryId>" (or. yuz-kremi-x-c1122).
+                # Salt slug gonderilirse API 0 urun donuyor. queue_worker.py ile ayni mantik.
+                url_slug = (cat.get("url") or "").lstrip("/")
+                path_model = f"{url_slug}-x-c{cat['id']}" if url_slug else None
                 return [(path_model, cat["name"], cat["id"])]
             return []
         leaves = []
diff --git a/backend/scraper.py b/backend/scraper.py
index 6e7801e..bbc2abc 100644
--- a/backend/scraper.py
+++ b/backend/scraper.py
@@ -186,6 +186,12 @@ class TrendyolSearchScraper:
             "pathModel": self.path_model,
             "pi": page,
             "ps": self.page_size,
+            # sst=BEST_SELLER: Trendyol'un cok satan siralamasi. Siralama parametresi
+            # verilmezse API sayfalar arasi tutarsiz sonuc donuyor — ayni urun farkli
+            # sayfalarda tekrar ediyor (240 urunluk cekimde ~%44 tekrar olctuk).
+            "sst": "BEST_SELLER",
+            # countryCode zorunlu oldu; yoksa API 400 "Required country information" doner
+            "countryCode": "TR",
             "channelId": 1,
             "storefrontId": 1,
             "culture": "tr-TR"
@@ -264,7 +270,10 @@ def _normalize_search_product(raw: dict) -> dict:
         "imageUrl": raw.get("image", raw.get("imageUrl", "")),
         "merchantListings": raw.get("merchantListings", []),
         "winnerVariant": raw.get("winnerVariant", {}),
-        "socialProofs": raw.get("socialProofs", []),
+        # Search API alani TEKIL "socialProof" — cogul "socialProofs" diye okundugu icin
+        # bugune kadar hep bos donuyordu. Ic format cogul kaliyor (downstream kod ona bagli).
+        # Icerik: [{"key":"orderCount","value":"3000+"},{"key":"favoriteCount","value":"2M"}]
+        "socialProofs": raw.get("socialProof") or raw.get("socialProofs") or [],
         "categoryId": raw.get("categoryId"),
         "categoryName": raw.get("categoryName"),
     }