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 β€” delivered as API, CSV, JSON or Excel on your schedule.

βœ“ 500+ ecommerce platforms
βœ“ 50+ data fields per product
βœ“ Sample data in 24 hours
βœ“ No coding required
πŸ“±SCRAPED
iPhone 15 Pro 256GB
β‚Ή1,29,900β‚Ή1,39,900
⭐ 4.8 · 2,847 reviews+48 fields
πŸ‘ŸSCRAPED
Nike Air Max 270
β‚Ή8,995β‚Ή12,995
⭐ 4.5 · 1,204 reviews+48 fields
πŸ’„SCRAPED
Maybelline Fit Me Foundation
β‚Ή449β‚Ή599
⭐ 4.3 · 8,103 reviews+48 fields
🎧SCRAPED
Sony WH-1000XM5
β‚Ή21,990β‚Ή29,990
⭐ 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 β€” we extract the complete product record. Every field that appears on a product page can be captured, cleaned and structured for your use case.

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Pricing & Offers

9 fields β–Ό
Current PriceMRP / List PriceSale PriceDiscount AmountDiscount %Offer LabelBank OfferEMI AvailableCoupon Code
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Product Identity

10 fields β–Ό
Product TitleBrandSKUASIN / Platform IDModel NumberCategorySub-CategoryBreadcrumb PathProduct URLCanonical URL
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Content & Media

7 fields β–Ό
Full DescriptionBullet PointsTechnical SpecsMain Image URLAll Image URLsVideo URLs3D / AR Asset
⭐

Ratings & Reviews

8 fields β–Ό
Average RatingTotal Review CountRating DistributionReview TextReview TitleReviewer NameReview DateVerified Purchase
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Inventory & Seller

8 fields β–Ό
In Stock / OOSStock QuantityVariants (Size/Colour)Seller NameSeller RatingFulfillment TypeShipping ETAReturn Policy
Sample Output

Actual Data We Deliver β€” Real Output Samples

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

AMAZON PRODUCT DATA β€” electronics_smartphones.csv
LIVE SAMPLE Β· 6 of 12,847 records
TitleASINPriceMRPDisc%RatingReviewsStockSellerFlag
iPhone 15 Pro 256GB Natural TitaniumB0CHX1Y2Z3β‚Ή1,29,900β‚Ή1,39,900-7.1%⭐ 4.82,847βœ“ In StockApple IndiaVERIFIED
Samsung Galaxy S24+ 256GB Cobalt VioletB0CQPD9M2Lβ‚Ή74,999β‚Ή79,999-6.2%⭐ 4.61,204βœ“ In StockSamsung IndiaSPONSORED
OnePlus 12 5G 256GB Flowy EmeraldB0CQZ7RXNMβ‚Ή64,999β‚Ή64,9990%⭐ 4.5892βœ“ In StockOnePlus IndiaVERIFIED
Google Pixel 8 Pro 128GB ObsidianB0CGTX7RN8β‚Ή1,06,999β‚Ή1,06,9990%⭐ 4.73,412βœ“ In StockGoogle IndiaVERIFIED
Redmi Note 13 Pro+ 5G 256GB Aurora PurpleB0CMXNQ3P2β‚Ή29,999β‚Ή34,999-14.3%⭐ 4.45,102βœ— Out of StockXiaomi IndiaOUT OF STOCK
Nothing Phone (2a) 128GB BlackB0CZTM8QP1β‚Ή19,999β‚Ή23,999-16.7%⭐ 4.3743βœ“ In StockNothing IndiaNEW LISTING
Showing 6 of 12,847 products scraped Β· amazon.in/Electronics/SmartphonesScraped: 20 Mar 2025 Β· 0 errors
FLIPKART PRODUCT DATA β€” fashion_shoes.csv
LIVE SAMPLE Β· 6 of 8,320 records
TitleProduct IDPriceMRPDisc%RatingReviewsBrandSizes Avail.Stock
Nike Air Max 270 Running ShoesSHOFY2GHRJ8PPVZQβ‚Ή8,995β‚Ή12,995-30.8%⭐ 4.51,204NikeUK6, UK7, UK8, UK9, UK10βœ“
Adidas Ultraboost 22 ShoesSHOGTQCJHTHYBQ7Qβ‚Ή11,499β‚Ή17,999-36.1%⭐ 4.6882AdidasUK6, UK7, UK8, UK9βœ“
Puma RS-X3 Puzzle SneakersSHOFY4NZTM8PPKJQβ‚Ή4,799β‚Ή7,499-36.0%⭐ 4.23,411PumaUK7, UK8, UK9, UK10, UK11βœ“
Reebok Classic Leather SneakersSHOGTM3CHKM7PPZQβ‚Ή3,599β‚Ή5,499-34.6%⭐ 4.1567ReebokUK6, UK7, UK8βœ— OOS
Skechers Go Walk 6 Slip-OnSHOFZQCKJKHM8PPQβ‚Ή3,299β‚Ή4,999-34.0%⭐ 4.42,103SkechersUK6, UK7, UK8, UK9, UK10βœ“
Campus Air Capsule Running ShoeSHOGTQ7CJHKM8PPQβ‚Ή1,299β‚Ή2,299-43.5%⭐ 4.08,924CampusUK6, UK7, UK8, UK9βœ“
Showing 6 of 8,320 products scraped Β· flipkart.com/footwear/shoesScraped: 20 Mar 2025 Β· 0 errors
MYNTRA PRODUCT DATA β€” beauty_skincare.csv
LIVE SAMPLE Β· 6 of 5,104 records
Product NameStyle IDBrandCategoryPriceMRPDisc%RatingReviewsStock
Lakme 9 to 5 Primer + Matte Lipstick15284821LakmeLipstickβ‚Ή349β‚Ή449-22.3%⭐ 4.412,840βœ“
Maybelline Fit Me Matte+Poreless Foundation9328471MaybellineFoundationβ‚Ή449β‚Ή599-25.0%⭐ 4.38,103βœ“
Dot & Key Vitamin C+E Supercharge Serum19284731Dot & KeySerumβ‚Ή695β‚Ή895-22.3%⭐ 4.63,421βœ“
L'Oreal Paris Hyaluron Moisture 72H Cream18473921L'Oreal ParisMoisturiserβ‚Ή499β‚Ή699-28.6%⭐ 4.22,104βœ“
The Ordinary Niacinamide 10% + Zinc 1%21039482The OrdinarySerumβ‚Ή690β‚Ή790-12.7%⭐ 4.515,302βœ— OOS
Biotique Bio Papaya Revitalizing Tan Removal7284731BiotiqueFace Washβ‚Ή179β‚Ή260-31.2%⭐ 4.14,820βœ“
Showing 6 of 5,104 products scraped Β· myntra.com/beauty/skincareScraped: 20 Mar 2025 Β· 0 errors
PRODUCT REVIEWS DATA β€” amazon_iphone15pro_reviews.csv
LIVE SAMPLE Β· 6 of 2,847 reviews
Review TitleRatingReviewerDateVerifiedHelpfulReview Body (excerpt)
Best phone I've ever owned⭐⭐⭐⭐⭐ 5Rahul M.15 Mar 2025βœ“ Verified142 helpfulThe camera system is unbeatable. ProRes video quality...
Titanium build is premium but heavy⭐⭐⭐⭐ 4Priya S.12 Mar 2025βœ“ Verified87 helpfulBuild quality is exceptional. Battery could be better...
Overpriced for Indian market⭐⭐⭐ 3Amit K.10 Mar 2025βœ“ Verified203 helpfulGreat phone but way too expensive vs Android flagships...
Action button is a game changer⭐⭐⭐⭐⭐ 5Sneha D.08 Mar 2025βœ“ Verified64 helpfulUsing the action button for silent mode and shortcuts...
Display is gorgeous, iOS still limited⭐⭐⭐⭐ 4Arun P.05 Mar 2025βœ“ Verified31 helpful120Hz ProMotion display is stunning. Wish iOS was...
Received damaged unit, Amazon resolved⭐⭐⭐ 3Kavita R.01 Mar 2025βœ“ Verified119 helpfulFirst unit had a dead pixel, Amazon replaced it...
Showing 6 of 2,847 reviews scraped Β· amazon.in/dp/B0CHX1Y2Z3All reviews include full text Β· 0 errors
# Complete product record β€” 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 β€” 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"
    }
  }
}

βœ“ All 50+ fields available Β· βœ“ Custom schema on request Β· βœ“ 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 β€” 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
πŸ“Š

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 β€” 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
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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
πŸ›’

Catalogue & Inventory Sync

Sync your product catalogue with marketplace data β€” 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
πŸ“ˆ

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 β€” our platform handles every challenge that production-scale ecommerce data collection throws at you.

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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.

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JavaScript & SPA Rendering

Modern ecommerce sites load content dynamically. We render full JavaScript, handle infinite scroll, click "show more" and navigate through pagination automatically β€” 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 β€” so your team receives analysis-ready data, not raw HTML fragments.

πŸ“Έ

Bulk Image Download

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

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Scheduled & Incremental Runs

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

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Millions of Products, Fast

Our distributed scraping infrastructure handles millions of product pages per day. Large catalogues β€” 100K, 1M or 10M+ products β€” 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 β€” one-time dumps, scheduled exports or live API access. No workflow disruption required.

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REST API

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

JSON Β· Auth Key
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CSV / Excel

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

CSV Β· XLSX Β· SFTP
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JSON / JSONL

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

JSON Β· JSONL Β· S3
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Database Push

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

SQL Β· BigQuery Β· Snowflake
Delivery Schedule Options
⚑
One-Time Scrape
Full catalogue dump delivered once
ON DEMAND
πŸ“…
Daily Updates
Fresh data every morning (6 AM)
POPULAR
πŸ”„
Incremental Sync
Only changed products delivered
ACTIVE
πŸ“‘
Real-Time Webhook
Push on every price or stock change
PRO+
πŸ”Œ
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 platformβœ“ 500+ platformsBuild per siteLimited list
50+ product fieldsβœ“ All fieldsCode manuallyβœ— Basic only
Review & Q&A extractionβœ“ IncludedExtra dev workβœ— Usually not
Anti-bot bypassβœ“ 10M+ proxiesβœ— Constant maintenancePartial
JavaScript renderingβœ“ Full renderingSelenium neededVaries
Data cleaning & QAβœ“ Automatedβœ— Manualβœ— Raw only
Bulk image downloadβœ“ All images/S3Extra workβœ— URLs only
Adapts to site changesβœ“ AI-poweredβœ— Breaks oftenβœ— Breaks often
Millions of productsβœ“ Distributed infraSlow, unreliableβœ— 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.
βœ“Up to 50,000 products/month
βœ“2 ecommerce platforms
βœ“10+ product fields*
βœ“Weekly scheduled delivery
βœ“CSV & JSON export
βœ“Email support
βœ—API access
βœ—Review scraping
βœ—Real-time / webhook
Get Started
⚑ Most Popular
Professional
$279/mo
For growing businesses that need full product data from multiple platforms.
βœ“Up to 100,000 products/month
βœ“5 ecommerce platforms
βœ“40+ product fields*
βœ“Daily delivery
βœ“Reviews & Q&A extraction
βœ“API access
βœ“CSV, JSON, Excel, DB push
βœ“Priority support (24hr)
Start Free Trial β†’
Enterprise
Custom
Unlimited scale, dedicated infrastructure and custom integrations for large teams.
βœ“Unlimited products
βœ“Unlimited platforms
βœ“Custom field schema
βœ“Dedicated scraping infrastructure
βœ“99.9% uptime SLA
βœ“White-label dashboard
βœ“GDPR compliance package
βœ“Dedicated account manager
Contact Sales β†’

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

Client Results

Results from Real Ecommerce Teams

β˜…β˜…β˜…β˜…β˜…
2M+
Products scraped monthly

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

VS
Vikram Sharma
CTO, PriceScope India
β˜…β˜…β˜…β˜…β˜…
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 β€” with reviewer metadata, ratings and dates β€” in 3 days."

NP
Neha Patel
ML Lead, ShopSense AI
β˜…β˜…β˜…β˜…β˜…
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?

β–Ό
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 β€” from hundreds or millions of products.

Which ecommerce platforms can you scrape?

β–Ό
We can scrape any publicly accessible ecommerce platform β€” 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?

β–Ό
We extract all publicly visible fields β€” 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?

β–Ό
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 β€” or mix formats.

How many products can you scrape?

β–Ό
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?

β–Ό
Yes β€” 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?

β–Ό
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?

β–Ό
We only scrape publicly accessible data β€” 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 β€” completely free, no commitment.

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Sample data delivered within 24 hours
πŸ†“
14-day free trial β€” no credit card needed
πŸ›οΈ
500+ platforms β€” any category, any country
πŸ“§
Dedicated data engineer assigned to you
πŸ”’
Your data requirements stay confidential

Start Your Data Project

Complete the form below and our team will provide a custom quote within 24 hours.