AMAZON DATA SCRAPING SERVICE
Amazon Data Scraping Built Around Your Catalog.
Collect structured Amazon product data — pricing, ratings, reviews, availability, BSR, seller information, and category listings — at the scale your business requires. Delivered through APIs, databases, spreadsheets, or scheduled feeds, refreshed as often as your workflow demands.
- Category, search & ASIN extraction
- Location-aware pricing
- Historical price & BSR tracking
- API, CSV, JSON & database delivery
OVERVIEW
Amazon product data, engineered for real business use.
Amazon is one of the most complex and frequently changing sources on the web. Product pages contain dozens of data points, search results are personalized, prices vary by location and seller, and layouts change without notice. Building a reliable Amazon data pipeline requires more than a scraper — it requires continuous monitoring, adaptive extraction logic, and validation at every step.
MyDataScraper builds Amazon data workflows around the exact fields, categories, geographies, and update frequency your business needs. Whether you are feeding an internal pricing engine, monitoring a competitive catalog, building a review analytics platform, or powering a product marketplace, we deliver clean, structured Amazon data through the format your systems already use.
Every workflow is scoped, tested, and monitored in production — with sample validation before scaling and ongoing support as Amazon's structure evolves.
EXTRACTION CAPABILITIES
What you can extract from Amazon.
Field availability depends on the specific page type and Amazon marketplace. Below are the most commonly requested datasets.
Product Details
ASIN, title, brand, category, model number, dimensions, weight, attributes, bullet points, and structured specifications.
Pricing & Promotions
Current price, list price, MRP, discount percentage, currency, coupon offers, lightning deals, and location-specific pricing.
Ratings & Reviews
Average rating, total ratings, rating distribution, verified purchase reviews, reviewer information, and review text.
Seller Information
Seller name, seller ID, fulfillment type (FBA/FBM), seller rating, feedback count, and buy-box winner identification.
Rank & History
Best Sellers Rank (BSR), category rank, historical price tracking, historical rating changes, and offer history.
Category & Search Listings
Best-seller lists, category browse nodes, search results pages, and filtered result sets based on your criteria.
Images & Media
Primary image, gallery images, video URLs, A+ content, and variation-level images with structured mapping.
Availability & Fulfillment
In-stock status, out-of-stock dates, Prime eligibility, delivery estimates, and shipping options by location.
PRICING
Transparent pricing for Amazon data scraping.
Every Amazon data workflow is scoped and quoted based on the number of ASINs, marketplaces, fields, and refresh frequency your business requires. Below are our standard engagement tiers.
Starter
For teams running a one-off or pilot Amazon extraction project.
Up to 5,000 ASINs · Single marketplace
- Up to 5,000 ASINs in one delivery
- Single Amazon marketplace
- Standard fields (title, price, rating, stock, images)
- Delivery via CSV, Excel, or JSON
- One-time sample validation
- Email support during delivery
Growth
For e-commerce and research teams running recurring Amazon data collection.
Up to 50,000 ASINs · Multi-marketplace · Scheduled refresh
- Up to 50,000 ASINs per month
- Up to 3 Amazon marketplaces
- Extended fields (reviews, sellers, BSR, promotions)
- Delivery via API, database, or cloud storage
- Scheduled refresh (daily or custom)
- Historical price & rank tracking
- Dedicated support & workflow monitoring
Enterprise
For large catalogs, multi-marketplace workflows, and dedicated infrastructure.
Unlimited ASINs · Global marketplaces · Dedicated pipeline
- Unlimited ASINs & custom volume
- All Amazon marketplaces worldwide
- Fully custom field schema & pipelines
- Real-time or high-frequency extraction
- Dedicated API endpoint & SLA
- Direct integration with your data stack
- Priority support & dedicated account manager
THE CHALLENGE
Why reliable Amazon data is harder than it looks.
Dynamic rendering
Product data, prices, and reviews are often rendered client-side and vary by session, location, and account state.
Location-aware pricing
The same ASIN can show different prices, offers, and shipping details depending on the delivery location and marketplace.
Scale and variability
Millions of ASINs, thousands of sellers, and constant catalog changes require infrastructure built for scale.
Source changes
Amazon's page structures evolve frequently. Workflows must be monitored and adapted continuously.
WORKFLOW
A structured approach to Amazon data extraction.
INCLUDED
What the Amazon data service includes.
Category & ASIN extraction
Extract from categories, best-seller lists, search results, or specific ASIN batches.
Location-aware collection
Collect data as it appears in specific marketplaces, cities, or delivery locations.
Scheduled collection
Run once, daily, hourly, or on a custom schedule with automated delivery.
Data validation
Consistency checks, deduplication, and schema validation on every record.
Historical tracking
Build price, rank, and offer history for trend analysis and monitoring.
Structured output
Data mapped into the exact fields and schema your systems require.
Multiple marketplaces
Combine data from several Amazon marketplaces into one consistent structure.
Ongoing monitoring
Workflows monitored in production and adjusted as Amazon's structure evolves.
FIELDS
Define exactly what you need.
Below are commonly extracted Amazon fields. Your project can include any combination — or custom fields not listed here.
| FIELD | TYPE | EXAMPLE |
|---|---|---|
| asin | String | B08XY1234Z |
| title | String | Wireless Noise-Cancelling Headphones |
| brand | String | Example Brand |
| category | String | Electronics › Headphones |
| model_number | String | WB-HP-210 |
| bullet_points | Array[String] | ["40-hour battery", "Bluetooth 5.3"] |
| attributes | Object | {"colour":"Black","weight":"280g"} |
| primary_image | URL | https://…/images/I/71.jpg |
| gallery_images | Array[URL] | […] |
| current_price | Number | 2499 |
| list_price | Number | 3999 |
| discount_percent | Decimal | 37.5 |
| currency | String | INR |
| coupon | Object | {"type":"percent","value":10} |
| deal_type | String | Lightning Deal |
| availability | String | In Stock |
| delivery_estimate | String | Tomorrow, 10 AM |
| average_rating | Decimal | 4.5 |
| total_ratings | Integer | 12482 |
| rating_distribution | Object | {"5":8200,"4":2400,…} |
| review_id | String | R3XYZABCDE |
| review_title | String | Excellent sound quality |
| review_body | Text | Full review text… |
| review_rating | Decimal | 5.0 |
| verified_purchase | Boolean | true |
| review_date | Datetime | 2026-03-14 |
| seller_name | String | Example Retailer |
| seller_id | String | A1XYZ2345 |
| fulfillment | String | FBA |
| seller_rating | Decimal | 96 |
| buy_box_winner | Boolean | true |
| ships_from | String | Amazon |
| product_url | URL | https://www.amazon.com/dp/… |
| marketplace | String | amazon.in |
| bsr | Integer | 412 |
| category_rank | String | #12 in Over-Ear Headphones |
| captured_at | Datetime | 2026-10-02T09:00:00Z |
Available fields depend on the marketplace, page type, and current page structure. Custom field mapping is available on request.
USE CASES
What teams use Amazon data for.
Competitor price monitoring
Track competitor pricing, buy-box ownership, and promotions across your category in real time.
Catalog & content research
Analyze titles, bullet points, images, and A+ content used by top sellers in your category.
Review analytics
Build sentiment, complaint, and feature-level analytics from thousands of product reviews.
Demand & rank tracking
Monitor BSR changes to understand demand shifts, seasonality, and category trends.
Marketplace intelligence
Understand which sellers dominate categories, how they price, and how they list products.
Product data enrichment
Enrich internal catalogs with structured attributes, images, and specifications from Amazon.
DELIVERY
Get the output where you need it.
Amazon data can be delivered in the format, destination, and frequency your team already works with.
SAMPLE OUTPUT
See the output before you scale.
A sample dataset lets you review fields, structure, and level of detail before committing to a full production workflow.
| link | image | price | title | review links | ratings | old price | price status | price change percentage | price note |
|---|---|---|---|---|---|---|---|---|---|
| https://www.amazon.in/OnePlus-Charcoal-Snapdragon%C2%AE-Personalised-Game-Changing/dp/B0FZSWZZW2/ref=zg_bs_g_1389432031_d_sccl_1/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/61AsNTuJ6mL._AC_UL600_SR600,400_.jpg | ₹47,999.00 | |||||||
| https://www.amazon.in/Redmi-Sparkle-Storage-Segment-Charging/dp/B0DLW44CGS/ref=zg_bs_g_1389432031_d_sccl_2/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/81BGKLI+cWL._AC_UL600_SR600,400_.jpg | ₹8,299.00 | Redmi A4 5G (Sparkle Purple, 4GB RAM, 128GB Storage) | Segment Largest 6.88in 120Hz | 50MP Dual Camera | 18W Fast Charging | Charger in The Box | https://www.amazon.in/product-reviews/B0DLW44CGS/ref=zg_bs_g_1389432031_d_sccl_2_cr/260-2891649-7320560 | 4.0 out of 5 stars | ₹8401 | Decreased Price | 1.20% | Less than Average Price |
| https://www.amazon.in/iQOO-Dimensity-Processor-Military-Grade-Durability/dp/B0F2T674FJ/ref=zg_bs_g_1389432031_d_sccl_3/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/61YfJEGeqDL._AC_UL600_SR600,400_.jpg | ₹14,999.00 | iQOO Z10x 5G (Titanium, 6GB RAM, 128GB Storage) | 6500 mAh Large Capacity Battery | Dimensity 7300 Processor | Military-Grade Durability | https://www.amazon.in/product-reviews/B0F2T674FJ/ref=zg_bs_g_1389432031_d_sccl_3_cr/260-2891649-7320560 | 4.3 out of 5 stars | ₹13811 | Increased Price | 8.60% | Higher than Last Sale |
| https://www.amazon.in/Samsung-Awesome-Iceblue-Storage-Nightography/dp/B0CWPDFBK7/ref=zg_bs_g_1389432031_d_sccl_4/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/81pQfKZBmXL._AC_UL600_SR600,400_.jpg | ₹28,999.00 | Samsung Galaxy A55 5G (Awesome Iceblue, 12GB RAM, 256GB Storage) | AI | Metal Frame | 50 MP Main Camera (OIS) | Super HDR Video| Nightography | IP67 | Corning Gorilla Glass Victus+ | sAMOLED Display | https://www.amazon.in/product-reviews/B0CWPDFBK7/ref=zg_bs_g_1389432031_d_sccl_4_cr/260-2891649-7320560 | 4.3 out of 5 stars | ||||
| https://www.amazon.in/Nokia-Payments-Long-Lasting-Wireless-Charcoal/dp/B0C5RK3X6F/ref=zg_bs_g_1389432031_d_sccl_5/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/61FX8qveBNL._AC_UL600_SR600,400_.jpg | ₹1,196.00 | Nokia All-New 105 Single Sim Keypad Phone with Built-in UPI Payments, Long-Lasting Battery, Wireless FM Radio| 1 Year Replacement Guarantee | Charcoal | https://www.amazon.in/product-reviews/B0C5RK3X6F/ref=zg_bs_g_1389432031_d_sccl_5_cr/260-2891649-7320560 | 3.9 out of 5 stars | ||||
| https://www.amazon.in/iQOO-Dimensity-Processor-Military-Shock-Resistance/dp/B0FC5XK9WZ/ref=zg_bs_g_1389432031_d_sccl_6/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/61Vb6GsQgrL._AC_UL600_SR600,400_.jpg | ₹12,999.00 | iQOO Z10 Lite 5G (Cyber Green, 6GB RAM, 128GB Storage) | 6000 mAh Battery | Dimensity 6300 5G Processor with 433K+* AnTuTu Score | IP64 Rated & Military Grade Shock-Resistance* | https://www.amazon.in/product-reviews/B0FC5XK9WZ/ref=zg_bs_g_1389432031_d_sccl_6_cr/260-2891649-7320560 | 4.1 out of 5 stars | ₹11710 | Increased Price | 11.00% | Higher than Last Sale |
| https://www.amazon.in/iQOO-Moonknight-Snapdragon-Processor-Smartphone/dp/B0DW47JCHW/ref=zg_bs_g_1389432031_d_sccl_7/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/610NUM9jlxL._AC_UL600_SR600,400_.jpg | ₹28,999.00 | iQOO Neo 10R 5G (Moonknight Titanium, 8GB RAM, 256GB Storage) | Snapdragon 8s Gen 3 Processor | India's Slimmest 6400mAh Battery Smartphone | Segment's Most Stable 90FPS for 5 Hours | https://www.amazon.in/product-reviews/B0DW47JCHW/ref=zg_bs_g_1389432031_d_sccl_7_cr/260-2891649-7320560 | 4.4 out of 5 stars | ₹27621 | Increased Price | 5.00% | Higher than Last Sale |
| https://www.amazon.in/POCO-C71-Desert-Gold-128GB/dp/B0F53RRM5B/ref=zg_bs_g_1389432031_d_sccl_8/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/610frsvhyBL._AC_UL600_SR600,400_.jpg | ₹6,999.00 | POCO C71, Desert Gold (6GB, 128GB) | https://www.amazon.in/product-reviews/B0F53RRM5B/ref=zg_bs_g_1389432031_d_sccl_8_cr/260-2891649-7320560 | 4.1 out of 5 stars | ₹6863 | Increased Price | 2.00% | Higher than Last Sale |
| https://www.amazon.in/Samsung-Storage-Enhanced-Unmatched-Nightography/dp/B0FDB9H277/ref=zg_bs_g_1389432031_d_sccl_9/260-2891649-7320560?psc=1 | https://images-eu.ssl-images-amazon.com/images/I/61CK00kuV5L._AC_UL600_SR600,400_.jpg | ₹17,499.00 | Samsung Galaxy M36 5G (Serene Green, 6 GB RAM, 128 GB Storage)| Circle to Search| Google Gemini| Corning Gorilla Glass Victus+| 7.7mm Slim| AI Enhanced 50 MP OIS Triple Camera| Unmatched Nightography | https://www.amazon.in/product-reviews/B0FDB9H277/ref=zg_bs_g_1389432031_d_sccl_9_cr/260-2891649-7320560 | 3.9 out of 5 stars | ₹15444 | Increased Price | 13.30% | Higher than Last Sale |
EXPLORE MORE
Related services and solutions.
Competitor Price Monitoring
Track pricing and promotions across Amazon and other marketplaces on a recurring schedule.
Explore Service →
Product Data Extraction
Build structured product datasets from Amazon and other retail sources into one schema.
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Data Cleaning & Structuring
Normalize, deduplicate, and validate Amazon data for analytics and internal systems.
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E-Commerce Data Solutions
Complete data workflows for pricing, catalog, and demand intelligence across marketplaces.
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Web Data APIs
Expose Amazon data through APIs designed around your application.
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Real-Time & Scheduled Scraping
Run recurring Amazon extraction on daily, hourly, or custom schedules.
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FAQ
Amazon Data Scraping — frequently asked questions.
What Amazon data can you extract?
We extract product details (ASIN, title, brand, category, attributes, images), pricing and promotions, ratings and reviews, seller information, availability, BSR and category rankings, and category or search listing data. Field availability depends on the specific page type and Amazon marketplace.
Which Amazon marketplaces do you support?
We support all major Amazon marketplaces including amazon.com, amazon.co.uk, amazon.de, amazon.in, amazon.ca, amazon.com.au, amazon.fr, amazon.it, amazon.es, amazon.co.jp, amazon.com.mx, amazon.com.br, and amazon.ae. Multiple marketplaces can be combined into one consistent dataset.
Can you extract data for a specific set of ASINs?
Yes. We can extract data for a defined list of ASINs, entire categories, search results matching filters, best-seller lists, or a combination. You provide the criteria — we build the workflow around it.
Can you track price history over time?
Yes. Recurring workflows record current prices on your schedule and build a historical dataset, enabling trend analysis, promotion tracking, and buy-box monitoring.
How often can the data be updated?
Depending on your requirements, we support one-time collection, daily, hourly, or fully custom schedules. High-frequency workflows are available for pricing and availability monitoring.
Do you provide reviews and ratings data?
Yes. We can extract aggregate ratings, rating distributions, and individual review records including review text, rating, verified purchase status, and date — subject to what is visible on the page at the time of collection.
How is the data delivered?
Data can be delivered through REST APIs, JSON, CSV, Excel, direct database inserts, scheduled feeds, cloud storage, or custom integrations — depending on how your team and systems consume the data.
What does the pricing include?
Pricing covers source analysis, workflow development, sample validation, ongoing monitoring, deduplication, schema validation, and delivery through your chosen format. All tiers include a sample dataset before full commitment. Volume and frequency are the primary drivers of pricing — contact us for a tailored quote.
Can I request a sample before committing?
Yes. We provide a sample dataset for a defined set of ASINs or categories so you can review the fields, structure, and level of detail before scaling into a full production workflow.
How do you handle changes to Amazon's page structure?
Recurring workflows are monitored in production. When Amazon changes its page structure, we update the extraction logic so your downstream data stays consistent. Ongoing support is part of every production engagement.
Need Amazon data built around your workflow?
Tell us which ASINs, categories, marketplaces, and fields you need — and how often you want the data updated. Our team will design the workflow around your requirements.