Get clean, structured, and accurate product data scraped from various eCommerce platforms & marketplaces to fuel dynamic pricing, catalog enrichment, and competitor benchmarking.
Real-time, rule-based scraping workflows
Multi-site & multi-category data aggregation
Outputs tailored for BI tools, feeds, or CMSs
Compliance with GDPR and HIPAA
25+ Years of Experience
5000+ Clients Worldwide
500+ Experts
100% Client Satisfaction
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Reliable eCommerce Data Scraping Services to Extract Relevant and Accurate Product Data at Scale
Accessing reliable product data from eCommerce platforms isn’t just about scraping pages-it’s about navigating dynamic site structures, evolving content types, and strict platform policies. Many eCommerce data scraping agencies fall short, delivering unreliable or non-compliant data that lacks business value.
We take a different approach with our specialized eCommerce product data scraping services. Leveraging our vast domain expertise and advanced tools, we scrape and provide product data that is compliant, structured, and ready for business use.
Our eCommerce product data scraping agency solves these challenges by:
Scraping structured and unstructured data from marketplaces, DTC sites, or niche platforms
Creating custom scripts for your data schema, handling variants, bundles, user content, and seller metadata
Adapting quickly to layout changes, session handling, redirects, and JavaScript rendering
Designed for growing retail operations, our eCommerce product data scraping services scale with your catalog size and data update needs. Whether you're scraping millions of SKUs or targeting niche attributes, we deliver structured, validated product data at speed and scale-without disrupting your internal workflows.
Product Attribute Data Scraping
Keep your eCommerce catalog up-to-date with our product attribute data scraping services. Our team holds expertise in extracting key attributes such as product titles, bullet points, size, color, material, specifications, and feature lists from any eCommerce website or marketplace. They also handle complex hierarchies and dynamic attributes, normalizing inconsistent naming conventions across platforms to deliver clean, standardized data, ready for integration.
Competitor Pricing & Promotion Data Scraping
Enable dynamic pricing strategies and gain market intelligence with our competitor product data scraping. We extract real-time and historical pricing data, including special offers, flash sales, coupon codes, and bundled deals, from your competitors’ listings across marketplaces and websites. These insights allow you to identify growth opportunities, comply with MAP policies, and optimize your revenue management.
Anti-Counterfeit Monitoring
Protect your brand integrity by continuously monitoring unauthorized sellers and counterfeit products across global marketplaces. We extract product data from eCommerce platforms, online marketplaces, and social media platforms to identify listings that may potentially infringe on your brand or intellectual property. Extracted information includes suspected counterfeit product titles, images, seller details, pricing, listing URLs, and platform-specific metadata, providing a holistic view of potential risks.
Image and Media Scraping
We specialize in bulk product data scraping of rich media—product images, 360-degree views, videos, infographics, and user-generated content, while preserving original quality and metadata. We handle various image formats, CDN-hosted content, and lazy-loaded media elements that require advanced extraction techniques. The scraped media are organized with proper naming conventions and categorized based on product attributes to serve the client’s purpose.
Category and Taxonomy Data Scraping
Improve site navigation and align your product taxonomy with industry standards and customer search behaviors through our eCommerce web scraping services. We scrape complete category structures, filter paths, parent-child relationships, breadcrumb taxonomies, and category-specific attributes from eCommerce marketplaces and online stores to provide insights into effective product organization strategies.
Custom Data Points Extraction
Every business has unique data needs, and we support them through custom eCommerce data extraction services. Our team leverages custom scripts and APIs to extract non-standard fields (such as warranty details, seller reviews, niche attributes, and Q&A content) that go beyond generic templates, with support for session handling, JavaScript rendering, and complex DOM parsing. The scraped data is formatted and labeled to fit your internal schema, ensuring seamless downstream use.
Practical Use-Cases of Our eCommerce Data Scraping Services
Scraped product and competitor data provide a real-time snapshot of category trends, shifts in consumer demand, and emerging brands. Utilizing this data, businesses can analyze their market positioning, uncover new growth opportunities, and make informed decisions.
Scraping data on product availability and restock timestamps enables businesses to analyze high-performing and low-performing SKUs, as well as seasonal stock patterns, for informed inventory planning. By forecasting inventory demand, they can avoid stockouts and overstocking.
By scraping product reviews and ratings data, businesses can gain insight into customers’ sentiments towards their products. This enables teams to refine messaging, improve product quality, and enhance customer support strategies based on sentiment trends.
Large-scale product data scraping enables the training of AI/ML models on millions of data points, resulting in improved accuracy and performance. These real-world datasets facilitate the development and deployment of recommendation engines, price prediction algorithms, and demand forecasting systems.
Scraped product data (such as specifications, customer reviews, competitors’ high-performing listings, stock availability) reveals gaps in current product lines, popular features and specifications, emerging trends, and customer pain points that can guide new product development or catalog expansion.
Our Expertise in Marketplace-Specific Product Data Scraping
Each eCommerce platform or marketplace has its unique structure—custom schemas, variable page layouts, and platform-specific fields. A one-size-fits-all scraping approach often leads to broken data, missing fields, or misclassified content. That’s why we tailor our online marketplace data extraction workflows to each platform’s technical nuances, including DOM structure, naming conventions, and listing formats for seamless and ethical scraping.
Amazon Data Scraping
We scrape product data from Amazon while maintaining compliance with the marketplace’s terms of service. Our experts extract detailed data, including ASINs, product titles, bullet points, descriptions, brand info, A+ content, images, reviews, and real-time pricing across FBA and FBM listings. Through Amazon data scraping, we support Buy Box tracking, BSR analysis, and seller-level data extraction—ideal for pricing intelligence, MAP monitoring, and catalog optimization.
Shopify Data Scraping
We utilize customized scripts to adapt to the custom HTML layouts of Shopify stores. Our Shopify data scraping experts extract a wide range of data, including titles, descriptions, variants, pricing, tags, collections, stock status, and media, tailored to your specific requirements. Leveraging ethical and advanced data scraping practices, they overcome common challenges such as handling JavaScript-rendered pages and rate-limiting by Shopify’s servers.
eBay Data Scraping
We scrape eBay product data from both auction-based and fixed-price listings—capturing bid histories, final sale prices, seller ratings, and shipping details. This supports pricing analysis in volatile markets, such as second-hand goods, electronics, and collectibles. We handle dynamic auction pages, regional site structures (e.g., eBay.com vs. eBay.co.uk), and occasional CAPTCHA triggers using adaptive scraping strategies. For extracting structured and detailed data, we supplement web scraping with eBay’s Finding API.
Walmart Data Scraping
Walmart’s marketplace features both first-party and third-party listings, with valuable data on Rollback pricing, in-store availability, fulfillment types, seller performance, and reviews. We scrape Walmart product data using browser automation, rotating proxies, and session management to handle its JavaScript-heavy, Cloudflare-protected environment. This data is critical for brands tracking Walmart’s omnichannel pricing strategy, seasonal promotions, or third-party seller behavior.
AliExpress Data Scraping
By securely scraping product listings, tiered pricing, minimum order quantities, logistics options, supplier scores, order volumes, and multilingual reviews from AliExpress, we enable clients to identify trending products, reliable suppliers, and regional demand. We address anti-scraping controls like IP blocking and inconsistent layouts by using intelligent parsers, geo-targeted scraping, and request throttling.
WooCommerce Data Scraping
WooCommerce powers stores with unique themes and plugin setups, making web scraping for eCommerce challenging. We customize our scripts to extract product names, prices, stock levels, reviews, tags, and custom fields across various storefronts, supporting market intelligence. Since site structures vary, we use diverse scraping tools that handle AJAX-loaded content and plugin-generated markup.
BigCommerce Data Scraping
BigCommerce hosts scalable retail websites with clean, structured product data that’s ideal for audience segmentation and competitor benchmarking. We scrape SKUs, prices, inventory data, option sets (variants), taxonomies, and upsell/cross-sell modules. Many stores use JavaScript-rendered pages and implement rate limits, so we deploy headless browsers or tap into the Storefront API where applicable.
Magento Data Scraping
Magento’s enterprise-level flexibility makes it ideal for extracting insights from large, complex catalogs. We scrape multi-tiered product data, variant structures, tiered pricing, reviews, custom attributes, and availability across multi-language storefronts. Because Magento deployments vary significantly, we adapt our workflows per site and use tools like Puppeteer or Scrapy with proxy rotation to manage anti-bot mechanisms.
Our product data scraping services are not limited to only the above-mentioned platforms/marketplaces. Our team is equipped to extract relevant product data from any eCommerce platform or marketplace of your choice.
Still using traditional approaches to extract product data from eCommerce websites?
Let us expedite the process with advanced scraping techniques. Brands using our eCommerce scraping services report:
Streamlined our catalog updation with scalable eCommerce product data scraping
As our business grew, the need for scalable eCommerce data collection also grew. Team4eCom’s product scraping services have adapted to our expanding catalog, enabling us to scrape thousands of listings without compromising on data quality.
Jacob Walsh, eCommerce Manager
Improved Pricing and Competitive Edge
The product data scraping services provided by Team4eCom helped us fine-tune our pricing strategy by closely monitoring competitors listings data. The insights we gained gave us a stronger competitive advantage in a highly saturated market.
What Sets Us Apart as the Premier eCommerce Data Scraping Agency for Global Brands
As a market leader in eCommerce data scraping services with 25+ years of expertise, we’ve successfully supported thousands of brands with clean, actionable datasets. Our edge lies in our ability to handle complex scraping requirements within your desired turnaround time.
Advanced Scraping Practices and Custom Scripts
We leverage headless browsers, proxy rotation, and AI-driven parsing to overcome anti-scraping measures and handle dynamic, JavaScript-heavy pages. Our custom-built scripts, developed in-house, ensure high accuracy and scalability, even for complex platforms like Shopify or Magento.
Robust Data Quality Assurance
Our multi-layer quality checks, including automated validation and human oversight, guarantee clean, accurate, and structured data. We adhere to ISO-certified data quality processes to remove duplicates, resolve inconsistencies, and format outputs according to your specifications, delivering ready-to-use datasets.
Scalable Infrastructure for Vast eCommerce Data Collection
Our cloud-based infrastructure supports high-volume scraping with minimal latency, handling millions of product listings across multiple marketplaces. Whether you need data from a single category or an entire platform, our scalable eCommerce data mining solutions support your tailored requirements without compromising quality.
100% Compliance with Legal and Ethical Standards
We prioritize compliance with the marketplace's Terms of Service, GDPR, CCPA, and other relevant data privacy regulations. Our ethical scraping practices, including respecting robots.txt and avoiding aggressive crawling, protect your business from legal risks while maintaining trust with platforms and consumers.
Dedicated Project Manager
Every client is assigned a dedicated project manager who serves as the primary point of contact throughout the project, ensuring streamlined communication and faster response times. No ticket systems or chatbots—just direct access to someone who knows your project inside out.
Round-the-Clock Support and Timezone Flexibility
Our eCommerce data mining team operates across multiple time zones, ensuring rapid issue resolution and seamless collaboration. Whether you’re in the US, UK, or Asia-Pacific region, our flexible scheduling adapts to your needs, minimizing downtime and maximizing efficiency.
How do you ensure data security and protect sensitive business information during eCommerce data extraction?
We adhere to non-disclosure agreements (NDAs) and ISO-certified data security practices, including the implementation of role-based access control and secure file transfer, to safeguard your sensitive information throughout our engagement. Data is automatically purged after project completion unless retention is specifically requested. We also accommodate additional security requirements, such as VPN access or on-premises deployment, for highly sensitive projects.
Can you scrape product data from global marketplaces with varying regulations?
Absolutely. We specialize in scraping data from international marketplaces (EU, US, or APAC), respecting the specific regulations and compliance standards of each region. We customize scraping parameters to comply with regional robots.txt files, rate limits, and terms of service.
Can you help with scraping product data from eCommerce marketplaces that require a login or session management?
Yes, we are capable of scraping data from platforms that require user authentication or session management. Using secure login protocols and session-handling techniques, we extract the required product details from credible web sources, supporting your strategic business initiatives.
How do you handle websites with frequent structural updates or changes?
We leverage adaptive scraping technology with intelligent DOM parsing that automatically adjusts to structural changes. Our team monitors the websites we scrape for changes in structure and adjusts our scraping methods proactively. This helps us avoid downtime or data gaps, ensuring that the extracted data remains reliable and up-to-date.
What is the pricing structure of your eCommerce data scraping services?
Our pricing for eCommerce product data scraping services varies based on several factors, including the project scope, website complexity, data extraction frequency, and data volume requirements. We offer flexible pricing models, including project-based, monthly, or fixed pricing, ensuring that we can accommodate businesses of all sizes. You can request a free quote by sharing project details with us at info@team4ecom.com.
