- Tired of being blocked when scraping websites?
- Real-time data acquisition and analysis for Amazon.
Unlock full-dimensional e-commerce data collection now!
Leverage Scrape API for data collection and Amazon Data Pilot for smart reporting to cover the full e-commerce data flow, helping sellers track trends, optimize products/ads, enhance efficiency, and drive growth.
Data Scraping Examples
Walmart
Amazon
Shopify
Shopee
eBay
Example URL:
https://www.walmart.com/search?q=samsung+galaxy
JSON result
{
"products": [
{
"position": 1,
"title": "AT&T Samsung Galaxy A14 5G, 64GB Black - Prepaid Smartphone",
"image": "https://i5.walmartimages.com/seo/AT-T-Samsung-Galaxy-A14-5G-jpeg",
"link": "https://wrd.walmart.com/track?bt=1&event=T-click&plmt=sp-search-middle-desktop",
"price": {
"currentPrice": "$79.88",
"rawPrice": "79.88",
"currency": "$"
},
"reviewsCount": "274",
"ratings": "3.7",
"shippingMessage": "Free pickup todayDelivery todayFree shipping, arrives in 2 days",
"isBestSeller": false,
"outOfStock": false
},
{
"position": 2,
"title": "AT&T Samsung Galaxy A15 5G 128GB Prepaid Smartphone",
"image": "https://i5.walmartimages.com/seo/AT-T-Samsung-Galaxy-A15-5G-jpeg",
"link": "https://wrd.walmart.com/track?bt=1&event=T-click&plmt=sp-search-middle-desktop",
"price": {
"currentPrice": "$89.88",
"rawPrice": "89.88",
"currency": "$"
},
"reviewsCount": "118",
"ratings": "4.1",
"shippingMessage": "Free pickup todayFree shipping, arrives in 2 days",
"isBestSeller": false,
"outOfStock": false
}
]
}
示例URL:
https://www.amazon.com/s?k=desk
JSON结果
{
"products": [
{
"position": 1,
"title": "EUREKA ERGONOMIC Small Computer Desk, 40 inch Home Office Writing Desk, Modern Simple Study PC Laptop Table Workstation for Small Spaces, Black",
"image": "https://m.media-amazon.com/images/I/71Xk56MJYzL._AC_UL320_.jpg",
"link": "https://www.amazon.com/EUREKA-ERGONOMIC-Computer-Writing-Workstation/dp/B08PWZCGHN",
"price": {
"currentPrice": "$89.99",
"originalPrice": "$119.99",
"currency": "$",
"discountPercentage": "25%"
},
"reviewsCount": "2,324",
"ratings": "4.7",
"isPrime": true,
"delivery": "Get it by Tomorrow, Mar 22",
"isBestSeller": true
},
{
"position": 2,
"title": "FLEXISPOT EC1 Electric Standing Desk, 48 x 24 Inches Height Adjustable Desk, Electric Sit Stand Desk Home Office Desks Whole-Piece Desk Board (Black Frame + 48 x 24 Mahogany Top)",
"image": "https://m.media-amazon.com/images/I/71iBHR8pTdL._AC_UL320_.jpg",
"link": "https://www.amazon.com/FLEXISPOT-Standing-Adjustable-Electric-Mahogany/dp/B09SHBD3KV",
"price": {
"currentPrice": "$179.99",
"originalPrice": "$249.99",
"currency": "$",
"discountPercentage": "28%"
},
"reviewsCount": "6,117",
"ratings": "4.5",
"isPrime": true,
"delivery": "Get it by Tuesday, Mar 26",
"isBestSeller": false
}
],
"pagination": {
"currentPage": 1,
"totalPages": 20,
"totalResults": "10,000+ results"
}
}
示例URL:
https://store-example.myshopify.com/collections/all
JSON结果
{
"products": [
{
"position": 1,
"title": "Minimalist Cotton T-Shirt",
"image": "https://cdn.shopify.com/s/files/1/0123/4567/products/tshirt-white.jpg",
"link": "https://store-example.myshopify.com/products/minimalist-cotton-tshirt",
"price": {
"currentPrice": "$24.99",
"originalPrice": "$29.99",
"currency": "$",
"discountPercentage": "17%"
},
"reviewsCount": "142",
"ratings": "4.8",
"shippingMessage": "Free shipping on orders over $50",
"isBestSeller": true,
"outOfStock": false
},
{
"position": 2,
"title": "Artisan Ceramic Coffee Mug",
"image": "https://cdn.shopify.com/s/files/1/0123/4567/products/ceramic-mug.jpg",
"link": "https://store-example.myshopify.com/products/artisan-ceramic-coffee-mug",
"price": {
"currentPrice": "$18.50",
"currency": "$"
},
"reviewsCount": "89",
"ratings": "4.6",
"shippingMessage": "Free shipping on orders over $50",
"isBestSeller": false,
"outOfStock": false
}
],
"pagination": {
"currentPage": 1,
"totalPages": 4,
"totalResults": "36 products"
}
}
示例URL:
https://shopee.com/search?keyword=smartphone
JSON结果
{
"products": [
{
"position": 1,
"title": "Xiaomi Redmi Note 12 Pro 5G (8GB+256GB) Smartphone",
"image": "https://cf.shopee.com/file/sg-11134201-23020-1xvpzw53aanve5",
"link": "https://shopee.com/Xiaomi-Redmi-Note-12-Pro-i.123456789.12345678",
"price": {
"currentPrice": "$199.00",
"originalPrice": "$249.00",
"currency": "$",
"discountPercentage": "20%"
},
"reviewsCount": "4.5k",
"ratings": "4.9",
"shippingMessage": "Free Shipping",
"isBestSeller": true,
"outOfStock": false,
"soldCount": "8.2k sold"
},
{
"position": 2,
"title": "OPPO A78 (8GB+128GB) 5G Smartphone",
"image": "https://cf.shopee.com/file/sg-11134201-23010-6pslxojzj9mvaa",
"link": "https://shopee.com/OPPO-A78-8GB-128GB-i.987654321.87654321",
"price": {
"currentPrice": "$169.00",
"originalPrice": "$219.00",
"currency": "$",
"discountPercentage": "23%"
},
"reviewsCount": "3.2k",
"ratings": "4.7",
"shippingMessage": "Free Shipping",
"isBestSeller": false,
"outOfStock": false,
"soldCount": "5.6k sold"
}
],
"pagination": {
"currentPage": 1,
"totalPages": 50,
"totalResults": "1,000+ results"
}
}
示例URL:
https://www.ebay.com/sch/i.html?_nkw=laptop
JSON结果
{
"products": [
{
"position": 1,
"title": "HP 14 Laptop, Intel Pentium Silver N6000, 8GB RAM, 128GB SSD, Windows 11 Home",
"image": "https://i.ebayimg.com/thumbs/images/g/gUUAAOSwgmxkeVXp/s-l225.webp",
"link": "https://www.ebay.com/itm/285271537127",
"price": {
"price": {
"currentPrice": "$219.99",
"originalPrice": "$379.99",
"currency": "$",
"discountPercentage": "42%"
},
"condition": "New",
"shippingCost": "Free shipping",
"topRated": true,
"itemsSold": "1,238 sold"
},
{
"position": 2,
"title": "Dell Latitude 5420 14\" FHD Laptop i5-1135G7 2.4GHz 16GB 256GB SSD Windows 10 Pro",
"image": "https://i.ebayimg.com/thumbs/images/g/JxQAAOSwh9hkQ2Hx/s-l225.webp",
"link": "https://www.ebay.com/itm/314153288742",
"price": {
"currentPrice": "$289.00",
"currency": "$"
},
"condition": "Refurbished",
"shippingCost": "Free shipping",
"topRated": true,
"itemsSold": "850 sold"
}
],
"pagination": {
"currentPage": 1,
"totalPages": 100,
"totalResults": "94,237 results"
},
"filters": {
"condition": [
"New",
"Refurbished",
"Used"
],
"price": [
"Under $150.00",
"$150.00 to $300.00",
"Over $300.00"
]
}
}
Want to track platform data in real time? Unlock complete data dimensions now:
- Price Fluctuation Tracking
- Inventory Alert Analysis
- Competitor Profiling Generation
- Bestseller Review Mining
Smart Data Solutions Driving E-commerce Success
Through comprehensive data collection, real-time insights, and custom reporting, Pangolin empowers e-commerce sellers to make precise decisions, boost efficiency, and stay competitive in dynamic markets.
Comprehensive Data Coverage
Full data support from product selection through listing to after-sales, providing scientific backing for every business decision.
Real-time and Near Real-time Data
Track Amazon’s front-end data by postal zones with hourly updates, enabling swift market responses and maintaining your competitive edge.
Massive-Scale Data Scraping
Processing billions of pages monthly with high-concurrency real-time crawling to deliver required data.
Custom Report Generation
Auto-generate operation reports from cross-page data crawling with zero coding, reducing workload and streamlining decision-making.
Comprehensively improve data scraping efficiency
With Data Pilot and Scrape API, you can achieve a one-stop solution for scraping and parsing e-commerce data from platforms like Amazon, all the way to generating cross-page operational reports.
Scrape API (Raw)
Efficiently scrape e-commerce data
Real-time scraping of data from any website via synchronous/asynchronous APIs, supporting structured collection and parsing of 20+ platforms including Amazon and Walmart, processing over 1 billion requests daily.
Scrape API
The Scrape API offers a flexible and efficient way to access data, eliminating the need for parsing, and helps you quickly integrate and apply it to your system.
Core Features
Flexible data retrieval interfaces for single-page data extraction without parsing, ready to use, solving data integration challenges and enabling efficient data flow.
Learn More
Amazon Data Pliot
With Data Pilot, easily access cross-page, end-to-end data, solving data fragmentation and complexity, empowering quick, informed business decisions.
Core Features
Real-time data collection and analysis across pages.
Personalized dashboard generation.
Suitable for small to medium e-commerce sellers and operations teams.
Learn More
Render the web pages you scrape just like a real browser.
We manage tens of thousands of headless instances running the latest Chrome browser. You can focus on sending data collection requests without worrying about inefficient headless browser issues.
- Fully Automated Latest Chrome Engine
- Millisecond-Level Response Time
★★★★★
CTO @ Yunxi Technology
"Scrape API has completely solved our data collection challenges! Our marketing team can track competitors in real time, and our engineers are no longer stuck dealing with headless browser upgrades and maintenance."
Bypass access restrictions with distributed intelligent proxy rotation.
Leverage a global edge node network with an integrated headless browser cluster and dynamic fingerprint obfuscation. Achieve precise real-time scraping of complex web pages through millisecond-level IP switching and adaptive anti-detection algorithms, overcoming traditional crawler geo-restrictions and anti-scraping defenses.
- IP resource pool updated in real time.
- Intelligent routing + failure retry mechanism.
Co-Founder @ Gima Technology
"Compared to the hundreds of thousands spent annually on maintaining self-built crawlers and proxy pools, using the Scraping API has enabled us to achieve:
- A stable data flow with zero ban risk;
- Intelligent IP scheduling strategies tailored to business scenarios;
- A standardized API integration that shortens development cycles by 40%.
Now, our team can focus on extracting data value instead of battling anti-scraping measures."
Easily collect and extract all types of data from the entire web.
Say goodbye to IP bans and CAPTCHA challenges. The Universal Scrape API’s intelligent managed solution makes business intelligence gathering as easy as browsing the web while strictly adhering to GDPR and other data compliance standards.
- The intelligent proxy management system automatically bypasses risk control strategies.
- Intelligent CAPTCHA circuit breaker (interception accuracy >99.2%).
- Distributed IP cluster with real-time cleansing (processes 240 million requests daily).
Face challenges head-on and embrace data-driven decision-making.
Facing challenges in the fast-paced e-commerce market like limited data collection, lack of personalization, and tough integration? Pangolin provides complete solutions for data-driven decisions and seizing new opportunities!
Weak data scraping capabilities
Unable to scrape Amazon pages in a timely or large-scale manner.
User Pain Points:
Users face challenges in obtaining Amazon data comprehensively and on time.
Raw Data Unparsed
The scraped raw pages are unprocessed and cannot be used directly.
User Pain Points:
Users lack data cleaning capabilities when obtaining Amazon market data.
Scattered Data
Existing data solutions cannot meet users' personalized needs.
User Pain Points:
Switching between data sources is time-consuming and prone to errors.
Amazon Scrape API
Scrape API can extract all data from Amazon's front-end pages, processing billions of page views each month.
— Data Service Provider
“Scrape API enables precise data extraction, significantly enhancing our decision-making ability.”
Learn More
Scrape API Plus
The Scrape API Plus provides parsed data, no cleaning required, making data management and analysis easy.
— Data Analyst
“With Scrape API Plus, we've saved significant time by eliminating data parsing, making it extremely convenient.”
Learn More
Amazon Data Pilot
Data Pilot offers cross-page data customization and real-time updates.
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