diff --git a/backend/src/services/scraper.ts b/backend/src/services/scraper.ts
index 7ae591a..1c0fa2e 100644
--- a/backend/src/services/scraper.ts
+++ b/backend/src/services/scraper.ts
@@ -13,14 +13,290 @@ export interface ScrapedProduct {
   url: string;
 }
 
-// Common price selectors used across e-commerce sites
-const priceSelectors = [
-  // Schema.org
+// Site-specific scraper configurations
+interface SiteScraper {
+  match: (url: string) => boolean;
+  scrape: ($: CheerioAPI, url: string) => Partial<ScrapedProduct>;
+}
+
+const siteScrapers: SiteScraper[] = [
+  // Amazon
+  {
+    match: (url) => /amazon\.(com|co\.uk|ca|de|fr|es|it|co\.jp|in|com\.au)/i.test(url),
+    scrape: ($) => {
+      // Price selectors in order of preference (sale price first)
+      const priceSelectors = [
+        '#corePrice_feature_div .a-price .a-offscreen',
+        '#corePriceDisplay_desktop_feature_div .a-price .a-offscreen',
+        '#priceblock_dealprice',
+        '#priceblock_saleprice',
+        '#priceblock_ourprice',
+        '.a-price .a-offscreen',
+        '#price_inside_buybox',
+        '#newBuyBoxPrice',
+        'span[data-a-color="price"] .a-offscreen',
+      ];
+
+      let price: ParsedPrice | null = null;
+      for (const selector of priceSelectors) {
+        const el = $(selector).first();
+        if (el.length) {
+          const text = el.text().trim();
+          price = parsePrice(text);
+          if (price) break;
+        }
+      }
+
+      // Product name
+      const name = $('#productTitle').text().trim() ||
+                   $('h1.a-size-large').text().trim() ||
+                   null;
+
+      // Image
+      const imageUrl = $('#landingImage').attr('src') ||
+                       $('#imgBlkFront').attr('src') ||
+                       $('img[data-a-dynamic-image]').attr('src') ||
+                       null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // Walmart
+  {
+    match: (url) => /walmart\.com/i.test(url),
+    scrape: ($) => {
+      // Walmart uses various price containers
+      const priceSelectors = [
+        '[data-testid="price-wrap"] [itemprop="price"]',
+        '[itemprop="price"]',
+        '.price-characteristic',
+        '[data-automation="product-price"]',
+        '.prod-PriceHero .price-group',
+      ];
+
+      let price: ParsedPrice | null = null;
+      for (const selector of priceSelectors) {
+        const el = $(selector).first();
+        if (el.length) {
+          const content = el.attr('content');
+          const text = content || el.text().trim();
+          price = parsePrice(text);
+          if (price) break;
+        }
+      }
+
+      // Also try to get price from the whole dollars + cents pattern
+      if (!price) {
+        const dollars = $('[data-testid="price-wrap"] .f2').text().trim();
+        const cents = $('[data-testid="price-wrap"] .f6').text().trim();
+        if (dollars) {
+          price = parsePrice(`$${dollars}${cents ? '.' + cents : ''}`);
+        }
+      }
+
+      const name = $('h1[itemprop="name"]').text().trim() ||
+                   $('h1.prod-ProductTitle').text().trim() ||
+                   null;
+
+      const imageUrl = $('[data-testid="hero-image-container"] img').attr('src') ||
+                       $('img.prod-hero-image').attr('src') ||
+                       null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // Best Buy
+  {
+    match: (url) => /bestbuy\.com/i.test(url),
+    scrape: ($) => {
+      const priceSelectors = [
+        '[data-testid="customer-price"] span',
+        '.priceView-customer-price span',
+        '.priceView-hero-price span',
+        '[class*="customerPrice"]',
+      ];
+
+      let price: ParsedPrice | null = null;
+      for (const selector of priceSelectors) {
+        const el = $(selector).first();
+        if (el.length) {
+          price = parsePrice(el.text().trim());
+          if (price) break;
+        }
+      }
+
+      const name = $('h1.heading-5').text().trim() ||
+                   $('.sku-title h1').text().trim() ||
+                   null;
+
+      const imageUrl = $('img.primary-image').attr('src') ||
+                       $('[data-testid="image-gallery-image"]').attr('src') ||
+                       null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // Target
+  {
+    match: (url) => /target\.com/i.test(url),
+    scrape: ($) => {
+      const priceSelectors = [
+        '[data-test="product-price"]',
+        '[data-test="current-price"]',
+        '.styles__CurrentPriceFontSize-sc-1qc6t3e-1',
+      ];
+
+      let price: ParsedPrice | null = null;
+      for (const selector of priceSelectors) {
+        const el = $(selector).first();
+        if (el.length) {
+          price = parsePrice(el.text().trim());
+          if (price) break;
+        }
+      }
+
+      const name = $('[data-test="product-title"]').text().trim() ||
+                   $('h1[class*="Heading"]').text().trim() ||
+                   null;
+
+      const imageUrl = $('[data-test="image-gallery-item-0"] img').attr('src') ||
+                       null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // eBay
+  {
+    match: (url) => /ebay\.(com|co\.uk|de|fr|ca|com\.au)/i.test(url),
+    scrape: ($) => {
+      const priceSelectors = [
+        '[data-testid="x-price-primary"] .ux-textspans',
+        '.x-price-primary .ux-textspans',
+        '#prcIsum',
+        '#mm-saleDscPrc',
+        '.vi-price .notranslate',
+      ];
+
+      let price: ParsedPrice | null = null;
+      for (const selector of priceSelectors) {
+        const el = $(selector).first();
+        if (el.length) {
+          price = parsePrice(el.text().trim());
+          if (price) break;
+        }
+      }
+
+      const name = $('h1.x-item-title__mainTitle span').text().trim() ||
+                   $('h1[itemprop="name"]').text().trim() ||
+                   null;
+
+      const imageUrl = $('[data-testid="ux-image-carousel"] img').attr('src') ||
+                       $('#icImg').attr('src') ||
+                       null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // Newegg
+  {
+    match: (url) => /newegg\.com/i.test(url),
+    scrape: ($) => {
+      const price = parsePrice($('.price-current').text().trim()) ||
+                    parsePrice($('[itemprop="price"]').attr('content') || '');
+
+      const name = $('h1.product-title').text().trim() || null;
+      const imageUrl = $('img.product-view-img-original').attr('src') || null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // Home Depot
+  {
+    match: (url) => /homedepot\.com/i.test(url),
+    scrape: ($) => {
+      const priceSelectors = [
+        '[data-testid="price-format"] span',
+        '.price-format__main-price span',
+        '#ajaxPrice',
+      ];
+
+      let price: ParsedPrice | null = null;
+      for (const selector of priceSelectors) {
+        const el = $(selector).first();
+        if (el.length) {
+          price = parsePrice(el.text().trim());
+          if (price) break;
+        }
+      }
+
+      const name = $('h1.product-title__title').text().trim() ||
+                   $('h1[class*="product-details"]').text().trim() ||
+                   null;
+
+      const imageUrl = $('img[data-testid="media-gallery-image"]').attr('src') || null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // Costco
+  {
+    match: (url) => /costco\.com/i.test(url),
+    scrape: ($) => {
+      const price = parsePrice($('[automation-id="productPriceOutput"]').text().trim()) ||
+                    parsePrice($('.price').first().text().trim());
+
+      const name = $('h1[itemprop="name"]').text().trim() ||
+                   $('h1.product-title').text().trim() ||
+                   null;
+
+      const imageUrl = $('img.product-image').attr('src') || null;
+
+      return { name, price, imageUrl };
+    },
+  },
+
+  // AliExpress
+  {
+    match: (url) => /aliexpress\.com/i.test(url),
+    scrape: ($) => {
+      const priceSelectors = [
+        '.product-price-value',
+        '[class*="uniformBannerBoxPrice"]',
+        '.snow-price_SnowPrice__mainS__1occeh',
+      ];
+
+      let price: ParsedPrice | null = null;
+      for (const selector of priceSelectors) {
+        const el = $(selector).first();
+        if (el.length) {
+          price = parsePrice(el.text().trim());
+          if (price) break;
+        }
+      }
+
+      const name = $('h1[data-pl="product-title"]').text().trim() ||
+                   $('h1.product-title-text').text().trim() ||
+                   null;
+
+      const imageUrl = $('img.magnifier-image').attr('src') || null;
+
+      return { name, price, imageUrl };
+    },
+  },
+];
+
+// Generic selectors as fallback
+const genericPriceSelectors = [
   '[itemprop="price"]',
   '[data-price]',
   '[data-product-price]',
-
-  // Common class names
   '.price',
   '.product-price',
   '.current-price',
@@ -28,40 +304,22 @@ const priceSelectors = [
   '.final-price',
   '.offer-price',
   '#price',
-  '#priceblock_ourprice',
-  '#priceblock_dealprice',
-  '#priceblock_saleprice',
-
-  // Amazon specific
-  '.a-price .a-offscreen',
-  '.a-price-whole',
-  '#corePrice_feature_div .a-price .a-offscreen',
-  '#corePriceDisplay_desktop_feature_div .a-price .a-offscreen',
-
-  // Generic patterns
-  '[class*="price"]',
-  '[class*="Price"]',
-  '[id*="price"]',
-  '[id*="Price"]',
+  '[class*="price" i]',
+  '[class*="Price" i]',
 ];
 
-// Selectors for product name
-const nameSelectors = [
+const genericNameSelectors = [
   '[itemprop="name"]',
   'h1[class*="product"]',
   'h1[class*="title"]',
-  '#productTitle',
   '.product-title',
   '.product-name',
   'h1',
 ];
 
-// Selectors for product image
-const imageSelectors = [
+const genericImageSelectors = [
   '[itemprop="image"]',
   '[property="og:image"]',
-  '#landingImage',
-  '#imgBlkFront',
   '.product-image img',
   '.main-image img',
   '[data-zoom-image]',
@@ -80,44 +338,61 @@ export async function scrapeProduct(url: string): Promise<ScrapedProduct> {
     const response = await axios.get<string>(url, {
       headers: {
         'User-Agent':
-          'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
+          'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/121.0.0.0 Safari/537.36',
         Accept:
-          'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8',
-        'Accept-Language': 'en-US,en;q=0.5',
+          'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8',
+        'Accept-Language': 'en-US,en;q=0.9',
         'Accept-Encoding': 'gzip, deflate, br',
-        Connection: 'keep-alive',
+        'Cache-Control': 'no-cache',
+        Pragma: 'no-cache',
+        'Sec-Ch-Ua': '"Not A(Brand";v="99", "Google Chrome";v="121", "Chromium";v="121"',
+        'Sec-Ch-Ua-Mobile': '?0',
+        'Sec-Ch-Ua-Platform': '"Windows"',
+        'Sec-Fetch-Dest': 'document',
+        'Sec-Fetch-Mode': 'navigate',
+        'Sec-Fetch-Site': 'none',
+        'Sec-Fetch-User': '?1',
         'Upgrade-Insecure-Requests': '1',
       },
-      timeout: 15000,
+      timeout: 20000,
       maxRedirects: 5,
     });
 
     const $ = load(response.data);
 
-    // Try to extract from JSON-LD structured data first
-    const jsonLdData = extractJsonLd($);
-    if (jsonLdData) {
-      if (jsonLdData.name) result.name = jsonLdData.name;
-      if (jsonLdData.price) result.price = jsonLdData.price;
-      if (jsonLdData.image) result.imageUrl = jsonLdData.image;
+    // Try site-specific scraper first
+    const siteScraper = siteScrapers.find((s) => s.match(url));
+    if (siteScraper) {
+      const siteResult = siteScraper.scrape($, url);
+      if (siteResult.name) result.name = siteResult.name;
+      if (siteResult.price) result.price = siteResult.price;
+      if (siteResult.imageUrl) result.imageUrl = siteResult.imageUrl;
     }
 
-    // Extract product name
+    // Try JSON-LD structured data
+    if (!result.price || !result.name) {
+      const jsonLdData = extractJsonLd($);
+      if (jsonLdData) {
+        if (!result.name && jsonLdData.name) result.name = jsonLdData.name;
+        if (!result.price && jsonLdData.price) result.price = jsonLdData.price;
+        if (!result.imageUrl && jsonLdData.image) result.imageUrl = jsonLdData.image;
+      }
+    }
+
+    // Fallback to generic scraping
     if (!result.name) {
-      result.name = extractName($);
+      result.name = extractGenericName($);
     }
 
-    // Extract price
     if (!result.price) {
-      result.price = extractPrice($);
+      result.price = extractGenericPrice($);
     }
 
-    // Extract image
     if (!result.imageUrl) {
-      result.imageUrl = extractImage($, url);
+      result.imageUrl = extractGenericImage($, url);
     }
 
-    // Try Open Graph meta tags as fallback
+    // Try Open Graph meta tags as last resort
     if (!result.name) {
       result.name = $('meta[property="og:title"]').attr('content') || null;
     }
@@ -140,8 +415,10 @@ interface JsonLdProduct {
 }
 
 interface JsonLdOffer {
+  '@type'?: string;
   price?: string | number;
   priceCurrency?: string;
+  lowPrice?: string | number;
 }
 
 function extractJsonLd(
@@ -157,8 +434,7 @@ function extractJsonLd(
       const product = findProduct(data);
 
       if (product) {
-        const result: { name?: string; price?: ParsedPrice; image?: string } =
-          {};
+        const result: { name?: string; price?: ParsedPrice; image?: string } = {};
 
         if (product.name) {
           result.name = product.name;
@@ -168,9 +444,12 @@ function extractJsonLd(
           const offer = Array.isArray(product.offers)
             ? product.offers[0]
             : product.offers;
-          if (offer && offer.price) {
+
+          // Get price, preferring lowPrice for ranges
+          const priceValue = offer.lowPrice || offer.price;
+          if (priceValue) {
             result.price = {
-              price: parseFloat(String(offer.price)),
+              price: parseFloat(String(priceValue)),
               currency: offer.priceCurrency || 'USD',
             };
           }
@@ -220,16 +499,23 @@ function findProduct(data: JsonLdProduct | JsonLdProduct[]): JsonLdProduct | nul
   return null;
 }
 
-function extractPrice($: CheerioAPI): ParsedPrice | null {
+function extractGenericPrice($: CheerioAPI): ParsedPrice | null {
   const prices: ParsedPrice[] = [];
 
-  for (const selector of priceSelectors) {
+  for (const selector of genericPriceSelectors) {
     const elements = $(selector);
     elements.each((_, el) => {
-      const text =
-        $(el).attr('content') || $(el).attr('data-price') || $(el).text();
+      const $el = $(el);
+      // Skip if this looks like an "original" or "was" price
+      const classAttr = $el.attr('class') || '';
+      const parentClass = $el.parent().attr('class') || '';
+      if (/original|was|old|regular|compare|strikethrough|line-through/i.test(classAttr + parentClass)) {
+        return;
+      }
+
+      const text = $el.attr('content') || $el.attr('data-price') || $el.text();
       const parsed = parsePrice(text);
-      if (parsed) {
+      if (parsed && parsed.price > 0) {
         prices.push(parsed);
       }
     });
@@ -240,8 +526,8 @@ function extractPrice($: CheerioAPI): ParsedPrice | null {
   return findMostLikelyPrice(prices);
 }
 
-function extractName($: CheerioAPI): string | null {
-  for (const selector of nameSelectors) {
+function extractGenericName($: CheerioAPI): string | null {
+  for (const selector of genericNameSelectors) {
     const element = $(selector).first();
     if (element.length) {
       const text = element.text().trim();
@@ -253,8 +539,8 @@ function extractName($: CheerioAPI): string | null {
   return null;
 }
 
-function extractImage($: CheerioAPI, baseUrl: string): string | null {
-  for (const selector of imageSelectors) {
+function extractGenericImage($: CheerioAPI, baseUrl: string): string | null {
+  for (const selector of genericImageSelectors) {
     const element = $(selector).first();
     if (element.length) {
       const src =
@@ -263,7 +549,6 @@ function extractImage($: CheerioAPI, baseUrl: string): string | null {
         element.attr('data-zoom-image') ||
         element.attr('data-src');
       if (src) {
-        // Handle relative URLs
         try {
           return new URL(src, baseUrl).href;
         } catch (_e) {