Ecommerce Data Extraction
Solution

Scrape Any Ecommerce
Platform. Get Clean,
Structured Data.

Extract product titles, prices, descriptions, images, ratings, reviews, SKUs and inventory from Amazon, Flipkart, Shopify and 500+ platforms — delivered as API, CSV, JSON or Excel on your schedule.

500+ ecommerce platforms
50+ data fields per product
Sample data in 24 hours
No coding required
📱SCRAPED
iPhone 15 Pro 256GB
₹1,29,900₹1,39,900
⭐ 4.8 · 2,847 reviews+48 fields
👟SCRAPED
Nike Air Max 270
₹8,995₹12,995
⭐ 4.5 · 1,204 reviews+48 fields
💄SCRAPED
Maybelline Fit Me Foundation
₹449₹599
⭐ 4.3 · 8,103 reviews+48 fields
🎧SCRAPED
Sony WH-1000XM5
₹21,990₹29,990
⭐ 4.7 · 5,621 reviews+48 fields
Product Title
Current Price
MRP / Original Price
Discount %
Product Images (All)
Product Description
Bullet Points
SKU / ASIN
Brand
Category
Star Rating
Review Count
Individual Reviews
Seller Name
Stock Status
Variants (Size/Colour)
Shipping Details
Q&A Section
Sponsored Flag
Product URL
500+
Ecommerce platforms
50M+
Products extracted / month
50+
Data fields per product
24hrs
Sample data turnaround
99.8%
Data accuracy rate
Data Fields

50+ Product Fields
We Extract for You

We don't just scrape page titles — we extract the complete product record. Every field that appears on a product page can be captured, cleaned and structured for your use case.

💰

Pricing & Offers

9 fields
Current PriceMRP / List PriceSale PriceDiscount AmountDiscount %Offer LabelBank OfferEMI AvailableCoupon Code
📦

Product Identity

10 fields
Product TitleBrandSKUASIN / Platform IDModel NumberCategorySub-CategoryBreadcrumb PathProduct URLCanonical URL
📝

Content & Media

7 fields
Full DescriptionBullet PointsTechnical SpecsMain Image URLAll Image URLsVideo URLs3D / AR Asset

Ratings & Reviews

8 fields
Average RatingTotal Review CountRating DistributionReview TextReview TitleReviewer NameReview DateVerified Purchase
🏪

Inventory & Seller

8 fields
In Stock / OOSStock QuantityVariants (Size/Colour)Seller NameSeller RatingFulfillment TypeShipping ETAReturn Policy
Platform Coverage

500+ Ecommerce Platforms. Any Country. Any Category.

We've built and maintain scrapers for all major marketplaces and ecommerce platforms worldwide — with domain-specific optimisations for each one.

Amazon

Products, pricing, reviews, Q&A, sponsored listings, BSR rankings and seller data.

Most Popular

Flipkart

Product listings, prices, ratings, specifications, stock and SuperCoin offers.

Most Popular

Myntra

Fashion products, size charts, brand data, style codes, reviews and offer details.

Popular

Nykaa

Beauty & personal care products, ingredients, shades, ratings and reviews.

Popular

Meesho

Reseller products, supplier pricing, minimum order quantities and catalogue data.

Popular

Shopify Stores

Any Shopify-powered store — products, variants, collections, metafields and pricing.

Any Store

WooCommerce

WordPress / WooCommerce stores — full product catalogue, categories and metadata.

Any Store

AliExpress / eBay

Cross-border marketplace data — global product catalogues, pricing and shipping.

Popular

Snapdeal

Product listings, verified seller information, prices and customer reviews.

Pharma & Health

PharmEasy, 1mg, Netmeds — medicines, generics, pricing and availability.

Home & Furniture

Pepperfry, Urban Ladder, IKEA — product specs, dimensions, materials and pricing.

Custom / Any Site

Any online store not listed here — if it sells products publicly, we can scrape it.

Any Platform
Sample Output

Actual Data We Deliver — Real Output Samples

Select a platform below to see what your scraped product data looks like — clean, structured and ready to use.

AMAZON PRODUCT DATA — electronics_smartphones.csv
LIVE SAMPLE · 6 of 12,847 records
TitleASINPriceMRPDisc%RatingReviewsStockSellerFlag
iPhone 15 Pro 256GB Natural TitaniumB0CHX1Y2Z3₹1,29,900₹1,39,900-7.1%⭐ 4.82,847✓ In StockApple IndiaVERIFIED
Samsung Galaxy S24+ 256GB Cobalt VioletB0CQPD9M2L₹74,999₹79,999-6.2%⭐ 4.61,204✓ In StockSamsung IndiaSPONSORED
OnePlus 12 5G 256GB Flowy EmeraldB0CQZ7RXNM₹64,999₹64,9990%⭐ 4.5892✓ In StockOnePlus IndiaVERIFIED
Google Pixel 8 Pro 128GB ObsidianB0CGTX7RN8₹1,06,999₹1,06,9990%⭐ 4.73,412✓ In StockGoogle IndiaVERIFIED
Redmi Note 13 Pro+ 5G 256GB Aurora PurpleB0CMXNQ3P2₹29,999₹34,999-14.3%⭐ 4.45,102✗ Out of StockXiaomi IndiaOUT OF STOCK
Nothing Phone (2a) 128GB BlackB0CZTM8QP1₹19,999₹23,999-16.7%⭐ 4.3743✓ In StockNothing IndiaNEW LISTING
Showing 6 of 12,847 products scraped · amazon.in/Electronics/SmartphonesScraped: 20 Mar 2025 · 0 errors
FLIPKART PRODUCT DATA — fashion_shoes.csv
LIVE SAMPLE · 6 of 8,320 records
TitleProduct IDPriceMRPDisc%RatingReviewsBrandSizes Avail.Stock
Nike Air Max 270 Running ShoesSHOFY2GHRJ8PPVZQ₹8,995₹12,995-30.8%⭐ 4.51,204NikeUK6, UK7, UK8, UK9, UK10
Adidas Ultraboost 22 ShoesSHOGTQCJHTHYBQ7Q₹11,499₹17,999-36.1%⭐ 4.6882AdidasUK6, UK7, UK8, UK9
Puma RS-X3 Puzzle SneakersSHOFY4NZTM8PPKJQ₹4,799₹7,499-36.0%⭐ 4.23,411PumaUK7, UK8, UK9, UK10, UK11
Reebok Classic Leather SneakersSHOGTM3CHKM7PPZQ₹3,599₹5,499-34.6%⭐ 4.1567ReebokUK6, UK7, UK8✗ OOS
Skechers Go Walk 6 Slip-OnSHOFZQCKJKHM8PPQ₹3,299₹4,999-34.0%⭐ 4.42,103SkechersUK6, UK7, UK8, UK9, UK10
Campus Air Capsule Running ShoeSHOGTQ7CJHKM8PPQ₹1,299₹2,299-43.5%⭐ 4.08,924CampusUK6, UK7, UK8, UK9
Showing 6 of 8,320 products scraped · flipkart.com/footwear/shoesScraped: 20 Mar 2025 · 0 errors
MYNTRA PRODUCT DATA — beauty_skincare.csv
LIVE SAMPLE · 6 of 5,104 records
Product NameStyle IDBrandCategoryPriceMRPDisc%RatingReviewsStock
Lakme 9 to 5 Primer + Matte Lipstick15284821LakmeLipstick₹349₹449-22.3%⭐ 4.412,840
Maybelline Fit Me Matte+Poreless Foundation9328471MaybellineFoundation₹449₹599-25.0%⭐ 4.38,103
Dot & Key Vitamin C+E Supercharge Serum19284731Dot & KeySerum₹695₹895-22.3%⭐ 4.63,421
L'Oreal Paris Hyaluron Moisture 72H Cream18473921L'Oreal ParisMoisturiser₹499₹699-28.6%⭐ 4.22,104
The Ordinary Niacinamide 10% + Zinc 1%21039482The OrdinarySerum₹690₹790-12.7%⭐ 4.515,302✗ OOS
Biotique Bio Papaya Revitalizing Tan Removal7284731BiotiqueFace Wash₹179₹260-31.2%⭐ 4.14,820
Showing 6 of 5,104 products scraped · myntra.com/beauty/skincareScraped: 20 Mar 2025 · 0 errors
PRODUCT REVIEWS DATA — amazon_iphone15pro_reviews.csv
LIVE SAMPLE · 6 of 2,847 reviews
Review TitleRatingReviewerDateVerifiedHelpfulReview Body (excerpt)
Best phone I've ever owned⭐⭐⭐⭐⭐ 5Rahul M.15 Mar 2025✓ Verified142 helpfulThe camera system is unbeatable. ProRes video quality...
Titanium build is premium but heavy⭐⭐⭐⭐ 4Priya S.12 Mar 2025✓ Verified87 helpfulBuild quality is exceptional. Battery could be better...
Overpriced for Indian market⭐⭐⭐ 3Amit K.10 Mar 2025✓ Verified203 helpfulGreat phone but way too expensive vs Android flagships...
Action button is a game changer⭐⭐⭐⭐⭐ 5Sneha D.08 Mar 2025✓ Verified64 helpfulUsing the action button for silent mode and shortcuts...
Display is gorgeous, iOS still limited⭐⭐⭐⭐ 4Arun P.05 Mar 2025✓ Verified31 helpful120Hz ProMotion display is stunning. Wish iOS was...
Received damaged unit, Amazon resolved⭐⭐⭐ 3Kavita R.01 Mar 2025✓ Verified119 helpfulFirst unit had a dead pixel, Amazon replaced it...
Showing 6 of 2,847 reviews scraped · amazon.in/dp/B0CHX1Y2Z3All reviews include full text · 0 errors
# Complete product record — 50+ fields
{
  "scrape_metadata": {
    "job_id":      "job_amz_ecom_20250320",
    "platform":    "amazon.in",
    "scraped_at":  "2025-03-20T14:32:01.847Z",
    "source_url":  "https://amazon.in/dp/B0CHX1Y2Z3",
    "latency_ms":  312
  },
  "product": {
    "asin":         "B0CHX1Y2Z3",
    "title":        "Apple iPhone 15 Pro (256 GB) - Natural Titanium",
    "brand":        "Apple",
    "model":        "MU793HN/A",
    "category":     "Electronics > Mobiles & Accessories > Smartphones",
    "breadcrumb":   ["Electronics", "Smartphones", "Apple"],
    "bsr_rank":     12,
    "description":  "TITANIUM DESIGN: iPhone 15 Pro is the first iPhone...",
    "bullet_points": [
      "TITANIUM DESIGN: strong and lightweight aerospace-grade",
      "A17 Pro chip with 6-core GPU — fastest mobile chip ever"
    ],
    "pricing": {
      "current_price": 129900,
      "mrp":           139900,
      "discount_pct":  7.15,
      "bank_offer":    "5% back with HDFC Bank cards",
      "currency":      "INR"
    },
    "availability": {
      "in_stock":      true,
      "stock_msg":    "Only 4 left in stock",
      "fulfillment":  "Fulfilled by Amazon",
      "delivery_date":"March 22, 2025"
    },
    "ratings": {
      "average":       4.8,
      "count":         2847,
      "distribution": { "5":78, "4":12, "3":5, "2":2, "1":3 }
    },
    "images": [
      "https://m.media-amazon.com/images/I/main.jpg",
      "https://m.media-amazon.com/images/I/angle.jpg"
    ],
    "variants": [
      {"colour":"Natural Titanium","storage":"128GB","price":119900,"asin":"B0CHX1Y111"},
      {"colour":"Black Titanium","storage":"256GB","price":129900,"asin":"B0CHX1Y222"}
    ],
    "seller": {
      "name":    "Apple India Electronics",
      "rating": 4.9,
      "type":   "Brand Store"
    }
  }
}

✓ All 50+ fields available · ✓ Custom schema on request · ✓ Flattened CSV or nested JSON

Use Cases

Who Uses Ecommerce Data Scraping?

Every team that relies on product data to make decisions is a candidate — from pricing analysts to ML engineers.

🏷️

Competitive Price Intelligence

Track competitor pricing across platforms at scale. Identify pricing gaps, monitor discount strategies and power dynamic repricing engines.

Monitor 1M+ competitor SKUs automatically
Detect flash sales before they end
Power automated repricing rules
Build price history archives
📊

Market Research & Analysis

Understand category dynamics, brand share, pricing tiers and product gaps. Turn raw product data into market intelligence reports.

Category landscape mapping
Brand share analysis by platform
Pricing tier distribution studies
Whitespace and gap identification

Review & Sentiment Analysis

Collect thousands of product reviews for NLP analysis — understand what customers love and hate about competitor products at scale.

Bulk review collection for any product
Sentiment analysis input datasets
Feature request mining from reviews
Brand reputation monitoring
🤖

AI & Machine Learning

Build training datasets for product classification, recommendation engines, image recognition and price prediction models.

Product taxonomy training datasets
Recommendation engine input data
Product image datasets (labelled)
Price prediction model training
🛒

Catalogue & Inventory Sync

Sync your product catalogue with marketplace data — match competitor SKUs, enrich your listings and keep pricing up to date automatically.

Competitor catalogue mapping
Product data enrichment
Inventory availability tracking
New product launch detection
📈

Investment & Retail Analytics

Private equity, VCs and retail analysts use ecommerce data to track brand performance, GMV signals and market share shifts.

Sales rank & BSR tracking
Brand GMV proxy signals
Market share estimation
Category growth analysis
Why MDS

Enterprise-Grade Ecommerce Scraping

We go far beyond simple page scraping — our platform handles every challenge that production-scale ecommerce data collection throws at you.

🛡️

Anti-Bot & CAPTCHA Bypass

All major ecommerce platforms aggressively block scrapers. Our residential proxy network (10M+ IPs), browser fingerprinting and human-like behaviour patterns ensure continuous, uninterrupted data collection.

📄

JavaScript & SPA Rendering

Modern ecommerce sites load content dynamically. We render full JavaScript, handle infinite scroll, click "show more" and navigate through pagination automatically — capturing every piece of data.

🧹

Data Cleaning & Normalisation

Raw scraped data is messy. We clean, deduplicate, normalise currencies and units, standardise field names and validate every record — so your team receives analysis-ready data, not raw HTML fragments.

📸

Bulk Image Download

Extract not just image URLs but the actual image files — all variants, all resolutions. We can deliver images in bulk as ZIP files, upload directly to your S3 bucket or provide CDN-hosted URLs.

🔄

Scheduled & Incremental Runs

Set scraping on a daily, weekly or custom schedule. Our incremental mode detects only changed products and delivers deltas — so you get fresh data without reprocessing your entire catalogue.

Millions of Products, Fast

Our distributed scraping infrastructure handles millions of product pages per day. Large catalogues — 100K, 1M or 10M+ products — are no problem with parallel processing and intelligent queuing.

Delivery Options

Your Data, Your Way

We deliver ecommerce data in whatever format fits your workflow — one-time dumps, scheduled exports or live API access. No workflow disruption required.

🔌

REST API

Query fresh product data on demand via JSON API. Perfect for apps and dashboards.

JSON · Auth Key
📊

CSV / Excel

Flat file downloads — email delivery, SFTP or S3. Ready for Excel and Google Sheets.

CSV · XLSX · SFTP
📦

JSON / JSONL

Nested or flat JSON, one file or split by category. Direct S3 or cloud storage delivery.

JSON · JSONL · S3
🗃️

Database Push

Write directly to your PostgreSQL, MySQL, BigQuery or Snowflake instance.

SQL · BigQuery · Snowflake
Delivery Schedule Options
One-Time Scrape
Full catalogue dump delivered once
ON DEMAND
📅
Daily Updates
Fresh data every morning (6 AM)
POPULAR
🔄
Incremental Sync
Only changed products delivered
ACTIVE
📡
Real-Time Webhook
Push on every price or stock change
PRO+
🔌
Live API Endpoint
Query any time, always fresh
PRO+
Why Us?

MDS vs. Alternatives

How our managed ecommerce scraping service stacks up against DIY code, generic scraping tools and freelancers.

Capability MDS Ecommerce Scraping Recommended DIY Python Scraper Generic Scraping Tool
Any ecommerce platform 500+ platformsBuild per siteLimited list
50+ product fields All fieldsCode manually Basic only
Review & Q&A extraction IncludedExtra dev work Usually not
Anti-bot bypass 10M+ proxies Constant maintenancePartial
JavaScript rendering Full renderingSelenium neededVaries
Data cleaning & QA Automated Manual Raw only
Bulk image download All images/S3Extra work URLs only
Adapts to site changes AI-powered Breaks often Breaks often
Millions of products Distributed infraSlow, unreliable Limited scale
Setup time24–72 hoursWeeks to monthsDays
Maintenance requiredZeroConstantRegular
Starting costFrom $89/mo$2,000–10,000+/moFrom $199/mo
Pricing

Simple Pricing for Every Scale

All plans include setup, maintenance, cleaning, anti-bot bypass and data delivery. Scale up any time.

Starter
$89/mo
Ideal for small teams needing regular ecommerce data from 1–2 platforms.
Up to 200,000 products/month
2 ecommerce platforms
20+ product fields
Weekly scheduled delivery
CSV & JSON export
Email support
API access
Review scraping
Real-time / webhook
Get Started
⚡ Most Popular
Professional
$279/mo
For growing businesses that need full product data from multiple platforms.
Up to 1,000,000 products/month
5 ecommerce platforms
40+ product fields
Daily delivery
Reviews & Q&A extraction
API access
CSV, JSON, Excel, DB push
Priority support (24hr)
Start Free Trial →
Enterprise
Custom
Unlimited scale, dedicated infrastructure and custom integrations for large teams.
Unlimited products
Unlimited platforms
Custom field schema
Dedicated scraping infrastructure
99.9% uptime SLA
White-label dashboard
GDPR compliance package
Dedicated account manager
Contact Sales →

All plans include a 14-day free trial with real sample data. No credit card required.

Client Results

Results from Real Ecommerce Teams

★★★★★
2M+
Products scraped monthly

"We needed complete product data from Amazon and Flipkart for our price intelligence platform. MDS handles 2 million SKUs daily — all 48 fields, clean, zero maintenance on our side. We went live in 4 days."

VS
Vikram Sharma
CTO, PriceScope India
★★★★★
500K
Reviews collected for NLP model

"Our ML team needed 500,000 verified product reviews across 20 categories for training a sentiment model. MDS delivered the complete dataset — with reviewer metadata, ratings and dates — in 3 days."

NP
Neha Patel
ML Lead, ShopSense AI
★★★★★
40hrs
Saved per week on manual data work

"We were manually pulling competitor product data for our buyer team. MDS now delivers a fresh catalogue comparison every morning as Excel. Our buyers make faster decisions and we've improved margin by 8%."

RK
Rohit Kapoor
Head of Buying, FashionFirst
FAQ

Frequently Asked Questions

What is ecommerce data scraping?

Ecommerce data scraping is the automated extraction of structured product data from online stores and marketplaces. It replaces manual copy-paste with a system that collects product titles, prices, images, descriptions, reviews, SKUs and more at scale — from hundreds or millions of products.

Which ecommerce platforms can you scrape?

We can scrape any publicly accessible ecommerce platform — Amazon.in, Flipkart, Myntra, Meesho, Nykaa, Snapdeal, Shopify stores, WooCommerce stores, Magento sites, BigCommerce, eBay, Walmart, AliExpress, Pepperfry, Urban Ladder, PharmEasy, 1mg and any other custom online store globally.

What product data fields can you extract?

We extract all publicly visible fields — product title, brand, SKU/ASIN, price (current, MRP, sale), discount %, description, bullet points, images (all), specifications, category/breadcrumb, rating, review count, individual reviews, Q&A, seller name/rating, stock status, variants (size, colour, storage), shipping details, bank offers and more. Custom field mapping is available.

How is the data delivered?

We support multiple delivery formats: REST API (JSON), CSV/Excel via email or SFTP, JSON/JSONL to AWS S3 or Google Cloud Storage, webhook push on change events, and direct database write to PostgreSQL, BigQuery or Snowflake. You choose based on what fits your workflow — or mix formats.

How many products can you scrape?

Our infrastructure handles millions of product pages per day. Starter plans cover 500K products/month, Professional 5M/month, and Enterprise has no hard limits. We've delivered datasets with 50M+ products for enterprise clients. Large catalogues are processed using distributed scraping with intelligent queuing.

Can you scrape product reviews and ratings?

Yes — review scraping is included in Professional and Enterprise plans. We extract individual reviews (title, body, rating, reviewer name, date, verified badge, helpful count), aggregate ratings and rating distribution. For Amazon, we can scrape all pages of reviews for any product, not just the first page.

How long does setup take?

For major platforms like Amazon or Flipkart, we can deliver a sample dataset within 24 hours and go fully live within 3–5 business days. For custom or complex stores, allow 3–7 days. Enterprise setups with millions of products may take slightly longer. Rush delivery is available.

Is ecommerce scraping legal?

We only scrape publicly accessible data — product information that any visitor can see in their browser without logging in. Scraping publicly available data is generally legal in most jurisdictions and is a recognised business practice. We follow robots.txt guidelines and ethical scraping practices. We recommend consulting your legal team for your specific use case.
Get Started Free

Get Your Ecommerce
Data Sample in 24 Hours

Tell us which platform and category you need data from. We'll build a scraper and send you a real data sample within 24 hours — completely free, no commitment.

Sample data delivered within 24 hours
🆓
14-day free trial — no credit card needed
🛍️
500+ platforms — any category, any country
📧
Dedicated data engineer assigned to you
🔒
Your data requirements stay confidential

Start Your Data Project