diff --git a/app/ai_schema.py b/app/ai_schema.py
index 7378917..1e7ad8d 100644
--- a/app/ai_schema.py
+++ b/app/ai_schema.py
@@ -73,14 +73,28 @@ class AIExtractionResponse(BaseModel):
     @field_validator("price", mode="before")
     @classmethod
     def normalize_price(cls, v):
-        """Normalize price to float or None."""
+        """Normalize price to float or None, handling French format."""
         if v is None or v in ("null", ""):
             return None
         if isinstance(v, str):
-            # Remove currency symbols and commas
-            cleaned = re.sub(r"[^\d.]", "", v)
+            # Handle French format: "1 234,56" -> "1234.56"
+            # First, remove spaces (thousand separators)
+            cleaned = v.replace(" ", "").replace("\u00a0", "")
+            # Replace comma with dot (French decimal separator)
+            # But only if there's no dot already (to handle "1.234,56" format)
+            if "," in cleaned and "." in cleaned:
+                # Format "1.234,56" - remove dots, replace comma with dot
+                cleaned = cleaned.replace(".", "").replace(",", ".")
+            elif "," in cleaned:
+                # Format "12,99" - just replace comma with dot
+                cleaned = cleaned.replace(",", ".")
+            # Remove currency symbols and other non-numeric chars (except dot)
+            cleaned = re.sub(r"[^\d.]", "", cleaned)
             if cleaned:
-                return float(cleaned)
+                try:
+                    return float(cleaned)
+                except ValueError:
+                    return None
             return None
         return float(v)
 
@@ -116,23 +130,27 @@ class AIExtractionMetadata(BaseModel):
 
 
 # Prompt template for schema-first extraction
-EXTRACTION_PROMPT_TEMPLATE = """Extract product price and stock status from the image.
+EXTRACTION_PROMPT_TEMPLATE = """Extract product price and stock status from this French e-commerce page.
 
-**PRICE:**
-- Find the main current price
-- Ignore crossed-out prices
-- Extract number only (no symbols)
+**PRICE (IMPORTANT - French format):**
+- French prices use COMMA for decimals: "12,99 €" means 12.99
+- Thousands separator is SPACE or DOT: "1 234,56 €" or "1.234,56 €" means 1234.56
+- Currency symbol is usually € at the end
+- Look for: price tags, "Prix:", "€", numbers near "Ajouter au panier"
+- Extract as DECIMAL NUMBER (convert comma to dot): 12,99 -> 12.99
+- Ignore crossed-out/barré prices (old prices)
+- If multiple prices, take the current/main price (not the original)
 - If unclear: set null and confidence < 0.5
 
 **STOCK:**
-- TRUE if: "Add to Cart", "Buy Now", "In Stock", "Available"
-- FALSE if: "Out of Stock", "Sold Out", "Unavailable", "Notify Me"
+- TRUE if: "Ajouter au panier", "Acheter", "En stock", "Disponible", "Add to Cart"
+- FALSE if: "Rupture", "Indisponible", "Épuisé", "Out of Stock", "Notify Me"
 - NULL if unclear or not shown
 
 **CONFIDENCE (0.0 to 1.0):**
-- 0.9-1.0: Very certain
-- 0.5-0.8: Moderately certain
-- Below 0.5: Unsure
+- 0.9-1.0: Price clearly visible
+- 0.5-0.8: Price found but partially obscured or uncertain
+- Below 0.5: Cannot find price reliably
 
 Respond ONLY with valid JSON:
 {{
diff --git a/app/services/scraper_service.py b/app/services/scraper_service.py
index 1328bc8..059185b 100644
--- a/app/services/scraper_service.py
+++ b/app/services/scraper_service.py
@@ -209,16 +209,64 @@ class ScraperService:
                 # Wait a bit for dynamic content if needed
                 await page.wait_for_timeout(2000)
 
-                # Try to close common popups (inclut Amazon)
-                logger.info("Attempting to close popups...")
+                # Try to close common popups and cookie banners
+                logger.info("Attempting to close popups and cookie banners...")
                 popup_selectors = [
-                    # Amazon spécifique - boutons cookies
+                    # === SITES SPÉCIFIQUES FRANÇAIS ===
+                    # Amazon France
                     "#sp-cc-accept",
                     "#sp-cc-rejectall-link",
                     "input[data-action-type='DISMISS']",
                     "#a-popover-content-1 button",
                     "[data-action='a-popover-close']",
-                    # Popups généraux
+                    # E.Leclerc, Darty, Fnac
+                    "#onetrust-accept-btn-handler",
+                    ".onetrust-accept-btn-handler",
+                    # Auchan
+                    "#popin_tc_privacy_button_2",
+                    ".popin_tc_privacy_button",
+                    "#didomi-notice-agree-button",
+                    # Carrefour
+                    "[data-testid='accept-cookies-button']",
+                    # Cdiscount
+                    "#footer_tc_privacy_button_2",
+                    ".privacy_prompt_accept",
+                    # Boulanger
+                    ".bcom-consent-accept-all",
+                    "#cookieBanner-accept",
+                    # Gifi, Centrakor, La Foir'Fouille (Magento)
+                    ".action-primary.action-accept",
+                    "#btn-cookie-allow",
+                    # PrestaShop (Stokomani, B&M, etc.)
+                    ".btn-primary[data-dismiss='modal']",
+                    "#gdpr_consent_agree",
+
+                    # === CMP (Consent Management Platforms) ===
+                    ".didomi-continue-without-agreeing",
+                    "#tarteaucitronPersonalize2",
+                    ".tarteaucitronAllow",
+                    "#tarteaucitronAllDenied2",
+                    ".cc-btn.cc-allow",
+                    ".cky-btn-accept",
+                    "#CybotCookiebotDialogBodyLevelButtonLevelOptinAllowAll",
+                    "#CybotCookiebotDialogBodyButtonAccept",
+                    ".qc-cmp2-summary-buttons button:first-child",
+                    "#axeptio_btn_acceptAll",
+                    ".axeptio_acceptAll",
+
+                    # === TEXTE FRANÇAIS ===
+                    "button:has-text('Tout accepter')",
+                    "button:has-text('Accepter tout')",
+                    "button:has-text('Accepter et fermer')",
+                    "button:has-text('Accepter les cookies')",
+                    "button:has-text('Accepter')",
+                    "button:has-text('J\\'accepte')",
+                    "button:has-text('OK')",
+                    "button:has-text('Continuer')",
+                    "a:has-text('Tout accepter')",
+                    "a:has-text('Accepter')",
+
+                    # === POPUPS GÉNÉRAUX ===
                     "button[aria-label='Close']",
                     "button[aria-label='close']",
                     "button[aria-label='Fermer']",
@@ -229,9 +277,7 @@ class ScraperService:
                     "[class*='modal'] button",
                     "button:has-text('No, thanks')",
                     "button:has-text('No thanks')",
-                    "button:has-text('Accepter')",
                     "button:has-text('Accept')",
-                    "button:has-text('Continuer')",
                     "a:has-text('No, thanks')",
                     "div[role='dialog'] button[aria-label='Close']",
                 ]