Seamless Pricing Data Extraction for Price Monitoring

Q: 1. How Do I Scrape Pricing Data from Amazon?

There are two ways to scrape pricing data from Amazon: DIY scraping: build your own scraper using tools like Scrapy. This route requires technical know-how and ongoing maintenance. API-powered scraping : use an Amazon product API like ScraperAPI. This simpler approach provides ready-to-use pricing data in JSON or CSV format, saving you time and effort. For a deeper dive into Amazon product and price data extraction, check out our comprehensive Amazon scraping guide .

Collect millions of price data points from various ecommerce sites with a 99.9% success rate. ScraperAPI processes them asynchronously, effortlessly bypassing advanced anti-bot measures.

No credit card required.

Join the 10,000+ data-focused companies using ScraperAPI

Aggregated Pricing Data That Drives Your Ecommerce Business Growth

From Amazon price scraping to Google price data extraction, ScraperAPI empowers you to gather all the product pricing information you need from major marketplaces to stay ahead of the competition.

Scrape pricing data from other Amazon sellers to see how your product pricing strategies compare.

Where to start? Try our Amazon Search endpoint to get price information from any search query in structured JSON or CSV format.

json response

         {
       "asin": "B0B2F5VHLM",
       "name": "Fujifilm X-H2S Mirrorless Camera Body - Black",
       "price_symbol": "$",
       "price_amount": 2499
   },
   {
       "asin": "B0B86SVS9K",
       "name": "FUJIFILM X-H2S MIRRORLESS Camera Body",
       "price_symbol": "$",
       "price_amount": 2229.95
   },

    

How competitive is your product pricing? Analyze how Walmart implements its pricing strategies on millions of items and adjust your price offerings accordingly.

Where to start? Try our Walmart Search endpoint to get price information from any query in structured JSON or CSV format.

json response

            {
       "ID": "1IRIGPNB7N8B",
       "Name": "Fujifilm instax Mini SE Instant Camera with Bonus 10 pack Mini Film, Lavender",
       "Price": 57,
       "Currency": "$"
   },
   {
       "ID": "4890YZK5D2BD",
       "Name": "Fujifilm X-H2S Mirrorless Camera (16756924) | Includes 64GB UHS-II SD Card + Soft Bag + Cleaning Kit + Flex Tripod",
       "Price": 2644.95,
       "Currency": "$"
   },

    

Monitor pricing trends for your ecommerce products on Google. Use this valuable information to determine profitable price margins and forecast buying behavior to plan sales, promotions, and more.

Where to start? Try our Google Shopping endpoint to get product and pricing details from any query.

json response

            {
       "name": "FUJIFILM X-H2 Mirrorless Camera",
       "price": "$1,999.00",
       "Source": "B&H Photo-Video-Audio"
   },
   {
       "name": "FUJIFILM X-H2 Mirrorless Camera",
       "price": "$1,999.00",
       "Source": "B&H Photo-Video-Audio"
   },

    

Discover how competitors in your niche price their products on eBay using just their product IDs, and monitor price fluctuations, seasonal trends, and more.

Where to start? Try our eBay Product endpoint to get product details from any product ID.

json response

      [
    {
        "ID": "226447001511",
        "title": "LES PAUL ELECTRIC GUITAR - CHERRY TV GOLD METALS",
        "price": 190,
        "currency": "EUR"
    }
]
    

Try our eBay Products Endpoint

Create a free ScraperAPI account to get 5,000 API credits, add your API key to the api_key parameter, and copy and run the script below in a new Python project.

Python

      import requests
import json

pricing_data = []

payload = {
    'api_key': 'YOUR_API_KEY', #add your API key here
    'product_id': '226447001511',
    'country': 'it'
}

#send your request to scraperapi
response = requests.get('https://api.scraperapi.com/structured/ebay/product', params=payload)
product_data = response.json()

pricing_data.append({
    'ID': product_data['product_id_epid'],
    'title': product_data['title'],
    'price': product_data['price']['value'],
    'currency': product_data['price']['currency']
})

#export the JSON response to a file
with open('ebay-product.json', 'w') as f:
    json.dump(pricing_data, f)
    

A Robust Data Collection Tool Made to Extract Millions of Price Data

Working on a large project?

Let’s chat to build a custom scraping plan with premium support. This includes over 100 concurrent threads, a dedicated account manager, and a customer support Slack channel.

Collect Price Data From Any Marketplace

Collect ecommerce insights from large and niche marketplaces, at 99% success rate.

Why Choose ScraperAPI’s Price Data Scraper?

Automate your pricing data extraction projects and receive clean, structured JSON datasets with ScraperAPI’s web scraping tools.

Get Price data in structured JSON or CSV Format

Get structured JSON or CSV data from our available ecommerce and marketplace endpoints with a simple API call.

Our endpoints are available across all our tools

Automate Recurrent Product Price Scraping Jobs

Using DataPipeline’s scheduler, you’ll be able to build entire scraping projects to scrape product pricing information in HTML or turn available domains into JSON or CSV data.

Monitor up to 10,000 product listings, queries, or URLs per project in just a couple of clicks.

Collect Price Data from Anywhere

Localized data is critical for retail pricing data, but anti-scraping mechanisms and geolocking can make it tricky to get.

ScraperAPI helps you overcome geographical limitations and collect data on ecommerce websites and marketplaces around the world – collecting data as if you were a local customer.

Geotargeting is included in all plans.

Speed Up Turnaround on Large Product Price Scraping Projects

Achieve higher scraping speed with our Async Scraper:

Let us manage timeouts, retries, anti-scraping mechanisms and any other complexity, and focus on getting the insights you need.

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Use the Right Tool — Power Up Your Infrastructure or Go Low-Code

No matter the level of complexity, ScraperAPI is designed to fit any use case.

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Integrate ScraperAPI to your existing infrastructure to improve the performance of your scrapers, achieve higher success rates, and increase scraping speed.

DataPipeline

Automate your entire data pipeline at scale without writing a single line of code. Save on maintaining costly coding infrastructures and managing complex scrapers.

Async Scraper

Handle millions of requests at a near 100% success rate with a simple Post() request. Scale your data collection for even the toughest domains.

Web Scraping Tutorial For Pricing Data Extraction

Data is just the first step – Here are a few ideas you can explore in your business

👉 How to Scrape Prices from Websites with Python

A proven method to collect price data at scale.

👉 Scrape Amazon Prices

A step-by-step approach to collecting product data from Amazon.

👉 Scrape Google Shopping Prices

Reviews are a great way to find product ideas and improvement opportunities.

What Our Customers
Are Saying

One of the most frustrating parts of automated web scraping is constantly dealing with IP blocks and CAPTCHAs. ScraperAPI gets this task off of your shoulders.

based on 50+ reviews

The team at ScraperAPI was so patient in helping us debug our first scraper. Thanks for being super passionate and awesome!

A dead simple API plus a generous free tier are hard to beat. ScraperAPI is a good example of how developer experience can make a difference in a crowded category.

I researched a lot of scraping tools and am glad I found ScraperAPI. It has low cost and great tech support. They always respond within 24 hours when I need any help with the product.

Simplify Price Data Scraping with ScraperAPI

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Working on large projects and want to test longer?

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FAQs about Scraping Data Pricing for Price Monitoring

1. How Do I Scrape Pricing Data from Amazon?

There are two ways to scrape pricing data from Amazon:

DIY scraping: build your own scraper using tools like Scrapy. This route requires technical know-how and ongoing maintenance.
API-powered scraping: use an Amazon product API like ScraperAPI. This simpler approach provides ready-to-use pricing data in JSON or CSV format, saving you time and effort.

For a deeper dive into Amazon product and price data extraction, check out our comprehensive Amazon scraping guide.

2. How Can I Avoid Getting Blocked When Scraping Product Prices?

Here are a few tips to avoid getting blocked or blacklisted when scraping product prices:

Rotate your IPs
Set random intervals in between your scraping requests
Use a headless browser
Adopt a CAPTCHA-solving service

For a more in-depth guide and additional best practices, refer to our comprehensive article ‘10 Best Practices for Successful Web Scraping Projects.’

3. What Scraping APIs Does ScraperAPI Offer?

ScraperAPI provides a range of APIs to extract data from various websites efficiently. These include:

Amazon APIs: scrape Amazon product details, prices, reviews, and offers.
Walmart APIs: extract product categories and search results from Walmart.
Google APIs: access Google SERPs, Google News, and Google Jobs.

Visit this page for a complete list of ScraperAPI’s structured data endpoints.

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Structured Data

DataPipeline

Scraping API

Large-Scale Data Acquisition

Ecommerce

Market Research Firms

SEO Agencies

Travel Agencies and Hotels

VCs and Hedge Funds

AI and ML

SERP Data Collection

Ecommerce Data Collection

Market Research Scraper

Real Estate Data Collection

cURL

Python

NodeJS

PHP

Ruby

Java

DataPipeline

Developer Guides

Free Downloads

Product FAQs

Case Studies

Webinars

Comparisons

Learning Hub

Glossary

Blog

Async Scraper Service

Structured Data

DataPipeline

Scraping API

Large-Scale Data Acquisition

Ecommerce

Market Research Firms

SEO Agencies

Travel Agencies and Hotels

VCs and Hedge Funds

AI and ML

SERP Data Collection

Ecommerce Data Collection

Market Research Scraper

Real Estate Data Collection

cURL

Python

NodeJS

PHP

Ruby

Java

DataPipeline

Developer Guides

Free Downloads

Product FAQs

Case Stuides

Webinars

Comparisons

Learning Hub

Glossary

Blog

Seamless Pricing Data Extraction for Price Monitoring

Aggregated Pricing Data That Drives Your Ecommerce Business Growth

Try our eBay Products Endpoint

A Robust Data Collection Tool Made to Extract Millions of Price Data

Collect Price Data From Any Marketplace

Why Choose ScraperAPI’s Price Data Scraper?

Get Price data in structured JSON or CSV Format

Automate Recurrent Product Price Scraping Jobs

Collect Price Data from Anywhere

Speed Up Turnaround on Large Product Price Scraping Projects

Use the Right Tool — Power Up Your Infrastructure or Go Low-Code

Web Scraping Tutorial For Pricing Data Extraction

What Our Customers Are Saying

Simplify Price Data Scraping with ScraperAPI

Working on large projects and want to test longer?

FAQs about Scraping Data Pricing for Price Monitoring

What Our Customers
Are Saying