AIMultiple ResearchAIMultiple ResearchAIMultiple Research

Web Scraping

Best Amazon Scraper APIs Ranked by Performance in 2025

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

Jun 136 min read

10 Best Email Scraping Tools of 2025

Email scraping tools go beyond basic data extraction by supporting the lead generation process with email verification, templates, and domain-based search. While general web scrapers handle large-scale data from many sources and bypass anti-bot measures, email tools are purpose-built for targeted outreach.

May 35 min read

How to Scrape Twitter: Benchmarks and Twitter Scrapers

We benchmarked top Twitter scrapers on 200 URLs (profile pages and posts), resulting in 400 requests. See the top scrapers and follow the links to see the rationale behind these choices: You can also see best practices for using Twitter (X) scrapers effectively while adhering to X.com’s policies and ethical data scraping practices.

May 236 min read

Top LinkedIn Dataset Providers in 2025

LinkedIn datasets can be categorized into profile data and company data: LinkedIn dataset providers: Features & pricing 1. Bright Data Bright Data is a web data platform specializing in web scraping solutions. Their services include proxy tools, web scraper APIs, and datasets in various categories such as e-commerce, social media, real estate, and market research.

Apr 46 min read

Playwright vs Selenium: Pros, Cons, and Use Cases Compared

Playwright and Selenium are both powerful frameworks for web test automation. Playwright is a newer, open-source tool developed by Microsoft, designed to support modern web applications with speed and reliability. Selenium, a long-standing open-source project, supports a broad range of browsers, languages, and testing needs.

Jun 165 min read

ChatGPT Web Scraping: Tutorial & Applications in 2025

ChatGPT is an easy way to bring AI to web scraping, saving developers from manual parsing work that requires constant updates. Using LLMs is becoming one of web scraping best practices.

Jun 125 min read

Large-Scale Web Scraping: Techniques & Challenges [2025]

We benchmarked leading web scraper APIs with 12,500 requests to e-commerce platforms and search engines. Then, we tested the reliability of the underlying services (i.e., residential proxies) with 5,000 and 100,000 parallel requests. Based on these experiences, we outline how to efficiently and ethically scrape large-scale data.

Jun 126 min read

The Best Proxy Manager Providers of 2025

Proxy managers simplify the use of proxy servers by automatically changing proxy settings for your browser or operating system. Here are some of the most popular proxy managers available: What is a proxy manager? A proxy manager is a software designed to control, manage, and monitor proxy servers.

Jun 123 min read

How to Scrape Images with Python for SEO in 2025

When scraping image data with Python library, the goal can go beyond just downloading the images. You may need to collect metadata and additional contextual information associated with the images on a webpage. This typically involves gathering details like the image’s alt text, dimensions, captions, file sizes, and other relevant image data.

May 267 min read

How to Scrape Data from Walmart: Top Scraper APIs [2025]

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.

Apr 36 min read