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E-commerce Scraping

E-commerce scraping is the process of extracting data from online marketplaces and retail sites, such as product listings, pricing, availability, and reviews, to gain market intelligence, pricing strategy, and competition tracking. We benchmarked the top scrapers to evaluate their accuracy, speed, and ability to handle anti-bot protections.

How to Scrape Reviews for Free Using Python (No APIs)

E-commerce ScrapingOct 3

This article shows how I scraped reviews from Google Play, Yelp, and Trustpilot using Python. Each platform required a different method: Learn how to handle anti-detection, parse customer review data, and save the scraped data in CSV, JSON, or export to a database like Google Sheets for data analysis.

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E-commerce ScrapingSep 29

Best Amazon Scraper APIs Ranked by Performance

We benchmarked top Amazon scraper APIs over 1,400 URLs from 7 Amazon domains and identified the most reliable and cost-efficient data extraction solutions.

E-commerce ScrapingSep 23

Indeed Scraper: How to Extract Job Data & Top Scraping Services

Indeed offers APIs primarily for job posting and applicant tracking; however, obtaining large-scale job data often requires a robust Indeed scraper or a specialized scraping service. We’ll cover the tools and techniques for extracting valuable job postings, discuss ethical considerations like Indeed’s robots.

E-commerce ScrapingSep 18

How To Scrape Real Estate Data With Python

Scraping real estate data is more complicated than it looks. Zillow quickly blocks bots with PerimeterX, while Redfin requires piecing property details from scattered DOM elements. Every platform employs its own defenses, making reliable extraction a challenge without the use of proxies or APIs.

E-commerce ScrapingSep 5

Web Scraping Craigslist: Top 5 Craigslist Scrapers

Businesses scrape Craigslist for a variety of reasons, including market research, job recruitment, real estate analysis, and generating leads. This article explains how to extract data from Craigslist, as well as the top scrapers for Craigslist scraping and their pricing structures.

E-commerce ScrapingJul 25

How to Scrape Data from Walmart: Top Scraper APIs

We benchmarked the leading Walmart scraper APIs, analyzing 2 batches of requests to 200 URLs from product and search pages during Dec 2024 and Jan 2025, totaling 2,000 requests: This guide provides step-by-step instructions on how to scrape Walmart’s product pages using Python and various other tools.

E-commerce ScrapingJul 24

Performance Comparison of the Best E-commerce Scrapers

We benchmarked 16 web scrapers from 5 leading web data infrastructure providers to scrape top e-commerce websites like Walmart and Amazon in 7 different countries.

E-commerce ScrapingJun 12

How to Scrape Amazon Product Data with Python

Amazon employs strict bot detection mechanisms to block any web scraping activity. Simple modifications, such as adding headers, setting delays, or using custom user-agent strings, are insufficient to bypass these defenses. To evaluate which approach is most effective for scraping the Amazon website, we tested various methods using Python libraries, residential proxies, and unblocker services.