Extracting 500M+ Records Monthly with 99.9% Uptime SLA
1,000 Free Sample Records (24h Delivery) +1 (800) 829-DATA
Core E-Commerce Service 99.9% Extraction SLA

Enterprise E-Commerce Web Scraping Services.

Reliable, fully-managed e-commerce data scraping at scale. Extract millions of product catalogs, live prices, inventory feeds, and customer reviews daily across 120M+ residential proxies with zero CAPTCHA blocks.

500M+

SKUs Scraped Daily

< 1.2s

Extraction Latency

100%

Automated QA Gates

ecommerce_stream.json
Live Feed
{
  "retailer": "Amazon US & Walmart",
  "sku_id": "B0C9X7N1LM",
  "upc_gtin": "0195949038291",
  "product_name": "Sony WH-1000XM5 Wireless Headphones",
  "category": "Electronics > Audio > Headphones",
  "current_price": 348.00,
  "list_price": 399.99,
  "discount_pct": 13.0,
  "buybox_winner": "Amazon.com Services LLC",
  "availability": "In Stock",
  "stock_count": 142,
  "rating": 4.6,
  "review_count": 18492,
  "shipping_speed": "Prime FREE One-Day",
  "delivery_zip": "94104",
  "timestamp_utc": "2026-08-25T14:20:00Z"
}

Complete E-Commerce Datasets

Granular Retail Attributes Extracted from Any Store.

From massive multi-vendor marketplaces to direct-to-consumer Shopify storefronts, our scrapers capture every field needed for algorithmic decision making.

Price & MAP Intelligence

Current price, MSRP, unit prices ($/oz, $/count), bulk quantity tiers, coupon discounts, and Buy Box ownership.

  • Historical Price Tracking & Delistings
  • Automated MAP Violation Detection
  • Seller-Specific Price Variances

Stock & Inventory Feeds

Real-time out-of-stock indicators, warehouse stock remaining, lead times, and localized ZIP-code store availability.

  • BOPIS (Buy Online, Pick Up In Store)
  • Restock Date & Backorder Detection
  • Inventory Burn Rate Velocity

Deep SKU Specifications

Extract structured product titles, brand names, manufacturer part numbers (MPN), UPC/EAN/GTIN barcodes, and size/color matrix.

  • Parent / Child SKU Variant Tree
  • High-Res Image URLs & Video Assets
  • Full Category Taxonomy Breadcrumbs

Reviews & Social Proof

Verified purchaser reviews, 1-to-5 star breakdowns, review dates, helpful vote counts, and user-submitted photos.

  • Aspect-Based Sentiment Extraction
  • Review Velocity & Fake Review Flagging
  • Customer Q&A Forum Extraction

3P Seller & Merchant Data

Third-party marketplace sellers, merchant ratings, fulfillment methods (FBA vs. FBM), and unauthorized seller alerts.

  • Cross-Seller Price War Monitoring
  • Seller Address & Country of Origin
  • Counterfeit & Gray Market Detection

Bestseller Ranks & Demand

Category rank positions, Amazon Bestseller Rank (BSR) velocity, trending badges, and search engine ranking positions (SERP).

  • Sales Volume Estimation Algorithms
  • Category Top 100 Velocity Feeds
  • Sponsored vs. Organic Placement Tracking
Resilient Scraping Infrastructure

How We Bypass Complex E-Commerce Anti-Bot Systems.

Modern e-commerce sites use sophisticated Cloudflare Turnstile, DataDome, PerimeterX, and Akamai anti-bot defenses. Our proprietary distributed crawler cluster handles all bypass logic automatically.

120M+ Ethical Residential & Mobile Proxies

Dynamic IP rotation across city and ZIP-code levels with session stickiness for cart and checkout parsing.

Headless Chromium Cluster with Dynamic Fingerprinting

Randomized WebGL canvas, audio context, fonts, and human-like cursor movements that bypass AI behavioral detection.

Automated DOM Drift & Schema Healing

Machine learning models detect retailer HTML layout shifts in real time, auto-healing selectors with zero extraction downtime.

Custom Delivery Pipelines

Cloud Storage AWS S3, Google Cloud Storage (GCS), Azure Blob Storage
Data Warehouses Snowflake, Google BigQuery, Amazon Redshift, Databricks
File Formats JSON Lines (JSONL), Parquet, Avro, CSV, TSV, Excel
Streaming & APIs REST APIs, Webhooks, Apache Kafka, AWS SQS / SNS

Frequently Asked Questions

Everything You Need to Know About E-Commerce Scraping.

We support real-time scraping schedules ranging from every 15 minutes for volatile categories (Amazon Buy Box, flash sales, high-velocity grocery inventory) to hourly, daily, or weekly full-catalog crawl updates.
Yes. Our geo-targeted residential proxy network enables localized scraping for major omnichannel retailers (Walmart, Target, Home Depot, Kroger, Instacart). We pass specific US ZIP codes, geolocation headers, and store IDs to extract localized pricing, in-store pickup status (BOPIS), and delivery availability.
Yes. Scraping publicly available e-commerce product information, prices, and reviews is legal under established US case law (including the landmark *hiQ Labs v. LinkedIn* Ninth Circuit decision). We operate with full CCPA and GDPR compliance and never collect private personally identifiable information (PII).
We deliver data in whatever format your engineering or BI teams require: JSON Lines, Parquet, CSV, direct database inserts, or automated uploads to your AWS S3, Google Cloud Storage, Snowflake, or BigQuery environments.

Ready to Power Your E-Commerce Data Pipeline?

Request a zero-commitment pilot dataset of 1,000 live product records from any target e-commerce platform delivered in under 24 hours.

Claim Free 1,000-Record Pilot