diff --git a/app/services/direct_search_service.py b/app/services/direct_search_service.py
index 21ccd29..a2dfb8b 100644
--- a/app/services/direct_search_service.py
+++ b/app/services/direct_search_service.py
@@ -460,8 +460,8 @@ DEFAULT_SITE_CONFIGS = {
         "name": "Gifi",
         "search_url": "https://www.gifi.fr/catalogsearch/result/?q={query}",
         "product_selector": (
-            ".product-item a.product-item-link, .product-item-info a, "
-            ".product-item a, .products-grid a, a[href$='.html']"
+            ".product-item a.product-item-link, .product-item-info a.product-item-link, "
+            "a.product-item-link"
         ),
         "wait_selector": ".products-grid, .product-items, .search-results, .products",
         "category": "Discount",
diff --git a/debug_gifi.py b/debug_gifi.py
new file mode 100644
index 0000000..6fbbc29
--- /dev/null
+++ b/debug_gifi.py
@@ -0,0 +1,53 @@
+import asyncio
+import logging
+from playwright.async_api import async_playwright
+
+# Configure logging
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+async def debug_gifi():
+    url = "https://www.gifi.fr/catalogsearch/result/?q=lutin"
+    
+    async with async_playwright() as p:
+        browser = await p.chromium.launch(headless=True)
+        page = await browser.new_page()
+        
+        logger.info(f"Navigating to {url}...")
+        await page.goto(url, timeout=60000)
+        
+        # Wait for results
+        try:
+            await page.wait_for_selector(".products-grid, .product-items, .search-results, .products", timeout=10000)
+            logger.info("Results container found.")
+        except:
+            logger.warning("Results container NOT found (timeout).")
+            
+        # Get all links matching the current selector
+        selector = ".product-item a.product-item-link, .product-item-info a, .product-item a, .products-grid a, a[href$='.html']"
+        
+        # Let's try to be more specific and see what we get with different parts of the selector
+        
+        # 1. Current full selector
+        elements = await page.query_selector_all(selector)
+        logger.info(f"Found {len(elements)} elements with current selector.")
+        
+        for i, el in enumerate(elements[:10]):
+            href = await el.get_attribute("href")
+            text = await el.inner_text()
+            logger.info(f"Link {i}: {href} | Text: {text.strip()[:50]}")
+
+        # 2. Try to find product specific classes
+        logger.info("--- Inspecting specific product classes ---")
+        product_items = await page.query_selector_all(".product-item")
+        logger.info(f"Found {len(product_items)} .product-item elements")
+        
+        if product_items:
+            first_item = product_items[0]
+            html = await first_item.inner_html()
+            logger.info(f"First product item HTML snippet: {html[:500]}")
+
+        await browser.close()
+
+if __name__ == "__main__":
+    asyncio.run(debug_gifi())