Ecommerce Data Scraping Services That Help You Win on Price
Our ecommerce web scraping services track competitor prices, product details, stock levels, and reviews across Amazon, Walmart, Shopify, Flipkart, and 120+ online stores. You choose the products and platforms; we deliver clean, matched data in CSV, JSON, or API on your schedule, so your team prices faster and sells more.
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Web Scraping for Ecommerce That Helps You Sell More
Online prices change several times a day across Amazon, Walmart, and every marketplace your customers browse. If your team still checks competitor listings by hand, you’re reacting to yesterday’s prices and losing the sale to whoever moved first. Our data scraping for ecommerce gives you a daily view of competitor prices, discounts, stock levels, and reviews for the exact products you sell. You pick the products and sites; we handle the extraction at scale and deliver clean, matched data ready for your pricing tools. Spot price drops early, react to stockouts, and win the Buy Box more often.
Ecommerce Data Fields We Scrape
From ecommerce product data scraping to pricing, stock, seller, and review data, we capture every field your team needs from any marketplace or online store, delivered as clean, structured data ready for your pricing, catalog, and analytics tools.
{
"product_name": "Wireless Earbuds Pro",
"sku": "WEP-2048-BLK",
"brand": "SoundCo",
"price": 79.99,
"list_price": 99.99,
"discount_pct": 20,
"in_stock": true,
"stock_count": 14,
"buy_box_seller": "AudioHub Store",
"seller_count": 7,
"rating": 4.6,
"review_count": 2184,
"category_rank": 3,
"scraped_at": "2026-10-26T09:00Z"
}
Product DetailsCatalog & identifiers
- Product Name
- Product URL
- SKU
- ASIN
- UPC / GTIN / EAN
- MPN
- Brand
- Category Path
- Description
- Specifications
- Variants (size, color)
- Images
Pricing & PromotionsEvery price a shopper sees
- Sale Price
- List / MRP Price
- Discount %
- Coupons
- Deals & Lightning Offers
- Bundle Offers
- Subscribe & Save
- Member Prices
- Currency
- Price History
- MAP Violations
Stock & DeliveryAvailability by location
- In Stock / Out of Stock
- Stock Count
- Low-Stock Alerts
- Pre-order & Backorder
- Delivery Date
- Shipping Cost
- Zip / Pincode Availability
- Return Policy
Seller & Buy BoxWho's selling, and who's winning
- Seller Name
- Seller Rating
- Number of Sellers
- Buy Box Owner
- Buy Box Price
- Fulfillment Type (FBA / FBM)
- Unauthorized Sellers
- Seller Location
Reviews & RatingsVoice of the customer
- Average Rating
- Review Count
- Rating Breakdown
- Review Text
- Review Date
- Verified Purchase
- Reviewer Location
- Q&A
Search & Digital ShelfVisibility and ranking
- Search Rank by Keyword
- Sponsored vs Organic
- Best Seller Rank
- Category Position
- Badges (Choice, Best Seller)
- Share of Shelf
- Content Completeness
Need a field that isn't listed? We build custom scrapers around your exact data requirements.
Get in TouchOur Ecommerce Data Scraping Services
Whether you need daily price checks on 50 competitors or a full catalog from an entire marketplace, our approach to web scraping ecommerce platforms is built around your products, sources, and schedule. Here’s what we deliver.
Competitor Price & MAP Monitoring
Online prices change several times a day, and a competitor’s price drop can cost you the sale within hours. We track competitor prices, discounts, coupons, and shipping costs for every product you sell, across Amazon, Walmart, eBay, and any online store you name. For brands, we also flag sellers listing below your minimum advertised price, so you can protect your pricing and your retail relationships before the damage spreads.
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Product Catalog & Listing Data Extraction
Building or enriching a product catalog by hand is slow and error-prone. Our ecommerce data scraping collects complete product listings, including titles, descriptions, specifications, variants, images, and identifiers such as SKU, ASIN, and UPC, from any marketplace or retailer. Every record is cleaned and structured, so you can launch new products, fill content gaps, or map competitor assortments in days instead of months.
Stock & Availability Tracking
When a competitor runs out of stock, that’s your moment to win the sale, if you know about it in time. We monitor stock status, stock counts, delivery dates, and location-level availability for your products and your competitors’ across every platform you track. Your team sees stockouts and restocks as they happen and can adjust pricing, ad spend, or inventory before the market moves.
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Product Review & Rating Scraping
Reviews tell you what customers love and what drives returns, for your products and your competitors’. We scrape ratings, review text, dates, verified purchase status, and product Q&A from Amazon, Walmart, Flipkart, and other marketplaces. Structured review data helps your product, marketing, and support teams fix recurring issues, sharpen listings, and spot gaps competitors haven’t filled.
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Marketplace Seller & Buy Box Monitoring
On marketplaces, the seller who wins the Buy Box wins most of the sales. We track who owns the Buy Box, its price, the number of sellers on each listing, fulfillment type, and seller ratings, and we flag unauthorized resellers. Brands and sellers use this data to protect listings, win the Buy Box more often, and keep grey-market sellers off their products.
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Search Ranking & Digital Shelf Monitoring
A great product is invisible if it doesn’t appear on the first page of marketplace search. We track where your products and your competitors’ rank for target keywords, separate sponsored from organic results, and monitor best seller ranks, badges, and content completeness. Your team gets a clear view of digital shelf share and knows exactly where to improve listings or ad spend.
See Exactly How Your Competitors Price Every Product
Share your products and the stores you compete with. We'll send a sample of real prices, stock, and seller data so you can check the quality before you commit.
| Amazon | $79.99 |
| Walmart | $74.50 |
| eBay | $71.20 |
| Your store | $82.00 |
Ecommerce Websites and Marketplaces We Scrape
From Amazon and Walmart to regional marketplaces and independent Shopify stores, we handle web scraping ecommerce websites of every size, including sites with dynamic pages, location-based pricing, and heavy anti-bot protection. Here are 120+ of the platforms our clients track most.
Global Marketplaces 10
- Amazon
- eBay
- Walmart Marketplace
- AliExpress
- Alibaba
- Etsy
- Temu
- Shein
- Rakuten
- Wish
US Retailers 12
- Target
- Best Buy
- Costco
- Home Depot
- Lowe's
- Wayfair
- Kroger
- Macy's
- Nordstrom
- Sephora
- Ulta Beauty
- Chewy
India & Quick Commerce 10
- Flipkart
- Amazon.in
- Myntra
- Ajio
- Meesho
- Nykaa
- Tata CLiQ
- JioMart
- Blinkit
- Zepto
Asia-Pacific & Middle East 10
- Lazada
- Shopee
- Tokopedia
- Taobao
- JD.com
- Coupang
- Zalora
- Noon
- Amazon.ae
- Trendyol
Europe & Latin America 8
- Zalando
- Otto
- Allegro
- Bol.com
- Cdiscount
- ASOS
- Argos
- Mercado Libre
Store Platforms & D2C Sites 6
- Shopify
- WooCommerce
- Magento
- BigCommerce
- Salesforce Commerce Cloud
- PrestaShop
Don't see your store? Web scraping ecommerce sites of any kind, including custom-built stores, is what we do every day.
Get in TouchBuilt for Brands, Retailers, and Marketplace Sellers
Every team in ecommerce needs accurate competitor data for a different reason. Whether you set prices, protect a brand, or analyse a category, we shape each dataset around the decisions you need to make.
Brands & Manufacturers
Protect your pricing and brand across every retailer. Catch MAP violations, unauthorized sellers, and incorrect listings before they damage margins or retail relationships.
Online Retailers
Price every product against your direct competitors daily, react to their promotions and stockouts, and keep margins healthy without racing to the bottom.
Marketplace Sellers
Track Buy Box ownership, competing sellers, and keyword rankings on Amazon, Walmart, and Flipkart, so you win more sales on the listings that matter.
CPG & FMCG Companies
Measure digital shelf share, content quality, and availability for your products across every retailer and quick commerce app your shoppers use.
Agencies & Consultants
Deliver competitive and market research to clients with reliable, white-glove data feeds, without building or maintaining scrapers in-house.
Investors & Analysts
Use pricing, review, and assortment trends as early signals of brand performance, category growth, and consumer demand before they show up in reports.
Ecommerce Data Delivered the Way Your Team Works
No new tools to learn and no messy files to clean. Our ecommerce website data scraping delivers ready-to-use product, price, and stock data in the format, channel, and schedule that fit your existing workflow.
Your Preferred Format
Structured, consistent files that open straight in your spreadsheet, PIM, database, or analytics tool.
- CSV
- Excel
- JSON
- XML
Delivered Where You Work
Data lands directly in your repricing, BI, or catalog systems, so your team never has to download or reformat anything.
- REST API
- Amazon S3
- Google Sheets
- SFTP
On Your Schedule
Refresh prices and stock as often as your market moves, from live updates to a one-time catalog extract.
- Real-time
- Hourly
- Daily
- Weekly
- One-time
Quality-Checked Data
Every record is cleaned, validated, and matched to the same product across stores, and we monitor sources for layout changes.
- Deduplication
- Product matching
- Validation
- Monitoring
From Your Product List to Ready-to-Use Ecommerce Data
Every project starts with your products, competitors, and pricing goals and ends with clean, matched data delivered on schedule. Each step is built around how ecommerce sites actually work, so you get accurate data without managing a single scraper.
Share Your Products & Competitors
Tell us your products, competitor stores, marketplaces, and the data fields you need.
01
Free Sample Dataset
We scrape a sample from your chosen stores so you can check accuracy before committing.
02
Custom Scraper Setup
We build scrapers that handle dynamic pages, location-based pricing, and anti-bot protection on each site.
03
Cleaning & Product Matching
Every record is validated, deduplicated, and matched to the same product across all stores.
04
Scheduled Delivery
Your data arrives in your format and channel, on time, with ongoing source monitoring included.
05
Case Study
Why Choose Xwiz for Ecommerce Data Scraping
Choosing a data partner means trusting them with the numbers behind your pricing decisions. Here's why brands, retailers, and marketplace sellers rely on Xwiz for accurate, consistent ecommerce data.
Get in Touch99%+ Data Accuracy
Every dataset passes validation and anomaly checks before delivery. In our 12,000-SKU price monitoring project, post-validation accuracy reached 99.5%.
Ecommerce-Specific Expertise
We understand variants, Buy Box logic, MAP rules, and location-based pricing, so your data reflects how online stores and marketplaces actually work.
Accurate Product Matching
We match the same product across every store using identifiers, titles, attributes, and images, reaching 99.2% match accuracy in client projects.
Built to Handle Anti-Bot Systems
Rotating infrastructure and human-like request patterns keep data flowing reliably from even the most heavily protected marketplaces.
Fully Managed, Zero Maintenance
We monitor every source and fix scrapers as soon as sites change, with 99.7% pipeline uptime, so your team never has to step in.
Trusted by Clients Worldwide
Teams in India and Canada support ecommerce data projects across time zones, with a dedicated point of contact and fast, responsive communication.
Trusted by Clients Worldwide
Outstanding service! The team delivered accurate Amazon data much faster than expected, exceeding expectations impressively.
The scraping solution was seamless and efficient, saving us countless hours of tedious manual research and analysis.
Excellent communication and consistently reliable results keep our marketing team happy, confident, and fully supported throughout.
Very professional team that customized the scraper precisely to our project requirements, ensuring perfect results.
Impressive accuracy and speed; we use Xwiz's Walmart scraper daily for pricing insights and confident decisions.
Quick turnaround and top-quality output make their service recommendable for any company seeking reliable data.
They handled complex websites like Shein effortlessly, showing excellent attention to detail and responsive support.
Their data extraction helped us analyze competitors efficiently, supported by a reliable and strong team.
Smooth experience from start to finish; final data was perfectly formatted, clean, and consistently reliable.
Affordable, accurate, and responsive, they exceeded expectations on every project, delivering consistently impressive results always.
Frequently Asked Questions About Ecommerce Data Scraping
Find quick answers about how ecommerce data scraping works, which websites we cover, data delivery, pricing, and legality. Still have a question? Our team is always happy to help you.
Ecommerce data scraping services automatically collect publicly available product data, such as prices, stock levels, seller details, and reviews, from online marketplaces and retail websites. Xwiz manages the full process, from building scrapers to cleaning and matching data, so brands and retailers receive ready-to-use data for pricing, catalog, and competitor analysis.
When we scrape data from ecommerce websites, we capture product names, SKUs, ASINs, UPCs, prices, discounts, coupons, stock status, delivery dates, seller names, Buy Box ownership, ratings, review text, and search rankings. Xwiz can also add custom fields for your use case, delivered as structured records for each product and store.
Xwiz scrapes 120+ ecommerce platforms, including Amazon, Walmart, eBay, Target, Best Buy, Flipkart, Myntra, Lazada, Shopee, Noon, Zalando, and Mercado Libre, as well as Shopify, WooCommerce, and Magento stores. We also build custom scrapers for any online store that isn’t on our list.
Web scraping ecommerce websites is generally considered legal when it collects only publicly available information, such as listed prices and product details, without logging into private accounts or collecting personal data. Xwiz follows this approach and regulations like GDPR. Laws vary by country, so review your specific use case with legal counsel.
Scraped ecommerce data can be updated in real time, hourly, daily, or weekly, depending on how fast prices change in your category. In Xwiz client projects, fast-moving, high-margin products are refreshed up to six times a day, while slower-moving products are checked less often to keep costs efficient.
Xwiz matches the same product across stores using identifiers like UPC and GTIN, plus product titles, brand and attribute parsing, and image comparison. Low-confidence matches are reviewed by our team. In our 12,000-SKU price monitoring project, this approach reached 99.2% product match accuracy.
The cost of an ecommerce data scraping service depends on the number of products and websites, update frequency, and data fields required. Xwiz offers one-time datasets, recurring daily or hourly feeds, and API access, and provides a free sample dataset so you can check data quality before choosing a plan.
Xwiz uses rotating residential and mobile proxies, headless browsers for JavaScript-heavy pages, location-specific exit points, and human-like request pacing to collect data reliably from protected marketplaces. We also monitor every source for layout changes, so scrapers are fixed quickly and your data feed doesn’t break.
Yes. Xwiz delivers ecommerce data in CSV, Excel, JSON, or XML through REST API, Amazon S3, Google Sheets, SFTP, or email, so it plugs straight into repricing tools, BI dashboards, PIM systems, or your own database without manual reformatting.
Share the products, competitor websites, and data fields you need, and Xwiz will prepare a free sample dataset from your chosen sources. Once you approve the sample’s accuracy and format, we set up your scheduled feed and keep monitoring it as websites change.
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Tell Us What Data You Need
Share the websites or apps you need data from and what you want to collect. Our team will review your request and send a plan with a free sample dataset.