Scrape Guides Knowledgebase

Each website has its own unique structure and challenges when it comes to web scraping. This directory contains hands-on guides on how to scrape the most popular websites like Google, Amazon, and more.

Scrapfly reference guides are educational resources that provide step-by-step instructions on how to scrape specific websites to illustrate the real life process and challenges of web scraping. As each website carries it's own unique challenges, these guides are designed to help you understand the common patterns and techniques used in web scraping.

All the reference code is available on Scrapfly-Scrapers Github and you can use it as a starting point for your own web scraping projects.

Articles Related to Scrape Guides

How to Scrape YouTube in 2025

Learn how to scrape YouTube, channel, video, and comment data using Python directly in JSON.

SCRAPEGUIDE
PYTHON
HIDDEN-API
How to Scrape YouTube in 2025

How to Scrape Reddit Posts, Subreddits and Profiles

In this article, we'll explore how to scrape Reddit. We'll extract various social data types from subreddits, posts, and user pages. All of which through plain HTTP requests without headless browser usage.

PYTHON
SCRAPEGUIDE
How to Scrape Reddit Posts, Subreddits and Profiles

How to Scrape LinkedIn in 2025

In this scrape guide we'll be taking a look at one of the most popular web scraping targets - LinkedIn.com. We'll be scraping people profiles, company profiles as well as job listings and search.

PYTHON
SCRAPEGUIDE
How to Scrape LinkedIn in 2025

How to Scrape SimilarWeb Website Traffic Analytics

In this guide, we'll explain how to scrape SimilarWeb through a step-by-step guide. We'll scrape comprehensive website traffic insights, websites comparing data, sitemaps, and trending industry domains.

SCRAPEGUIDE
SEO
SEARCH-ENGINE
PYTHON
How to Scrape SimilarWeb Website Traffic Analytics

How to Scrape BestBuy Product, Offer and Review Data

Learn how to scrape BestBuy, one of the most popular retail stores for electronic stores in the United States. We'll scrape different data types from product, search, review, and sitemap pages using different web scraping techniques.

SCRAPEGUIDE
HIDDEN-API
ECOMMERCE
PYTHON
How to Scrape BestBuy Product, Offer and Review Data

How To Scrape TikTok in 2025

In this tutorial, we'll explain how to scrape TikTok. We'll extract data from various TikTok sources, such as posts, comments, profiles and search pages. Moreover, we'll scrape these data through hidden TikTok APIs or hidden JSON datasets.

PYTHON
HIDDEN-API
SCRAPEGUIDE
How To Scrape TikTok in 2025