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Top 30 most scraped websites in 2023

Top 30 Most Scraped Websites in 2023

Table Of Contents
  1. 1. Amazon- Best site for scraping eCommerce data
  2. 2. Google- Best for scraping SEO-related data
  3. 3. Yellowpages- Best for scraping business directories based on location
  4. 4. Yelp- Another great alternative to Yellowpages
  5. 5. LinkedIn- Best for scraping B2B leads
  6. 6. X (formerly Twitter)- Great for industrial research and sentiment analysis
  7. 7. YouTube- Best for scraping video content
  8. 8. Facebook- Best for market analysis
  9. 9. eBay- Great platform for generating product data
  10. 10. Tripadvisor- Best website to scrape hospitality industry data
  11. 11. Indeed- Best platform to scrape job listings
  12. 12. Zillow- Best platform for scraping real estate data
  13. 13. Walmart- Great for scraping product data
  14. 14. G2- Best for scraping user-generated reviews and ratings
  15. 15. Etsy- Best for product data and sentiment analysis
  16. 16. Quora- Great for scraping question-and-answer data
  17. 17. Reddit- Great for scraping forum discussions 
  18. 18. Appsumo- Great for scraping data about SaaS apps
  19. 19. Product Hunt- Great for scraping new product data
  20. 20. Craigslist- Best for scraping classified listings
  21. 21. Crunchbase- Best for scraping company profiles
  22. 22. Trusted Choice- Great for scraping insurance agent data
  23. 23. Fareharbor- Great for scraping customer information
  24. 24. TikTok- Great for generating machine-learning data
  25. 25. Futuretools.io- Best for scraping AI tools
  26. 26. Instagram- Great alternative to Facebook
  27. 27. Hardware World- Best for scraping hardware products 
  28. 28. Dice.com- Great alternative to Indeed
  29. 29. Booking.com- Best for scraping travel-related data
  30. 30. MercadoLibre- Great for scraping product data in Spanish
  31. Frequently asked questions

The internet is a goldmine of data that you can use to generate leads, research products, write content, conduct market analysis, or gather opinions through sentiment analysis.

The problem is that manually collecting this data can be incredibly time-consuming and often impractical, especially when dealing with large volumes of information.

In order to tap into this data at scale, savvy businesses are using web scraping and automation to change the rules of the game and gain an unparalleled advantage against their competitors.

In this guide, we will cover the best opportunities you can leverage today with web scraping and discover the most scraped websites in 2023 that businesses just like yours are using to join the automation revolution!

1. Amazon- Best site for scraping eCommerce data

Most Scraped Website- Amazon

At the top of our list is Amazon, a powerhouse in the e-commerce industry. Recent statistics reveal that Amazon boasts over 200 million active users, with 2.5 million of them being sellers. The platform shows 12 million products, with more than 4,000 items sold every minute in the US alone.

This immense volume highlights the robustness of Amazon’s database, making it arguably the most scraped website in 2023. Consequently, Amazon’s data has been the go-to source for various forms of market research.

Our users implemented Hexoamtic and Hexofy to scrape product URLs, titles, prices, seller names and URLs, product descriptions, rates, number of reviews, and more.

Google- one of the most scraped websites

Although Google is one of the most frequently utilized digital products all over the world, it is a secret weapon to access the biggest dataset that’s collected from over one billion users.

The information provided by Google is especially beneficial for SEO specialists, as they can scrape Google search results and monitor relevant keywords, titles, meta tags, and descriptions.

Besides offering Google search results scraping, Hexomatic has workflow templates for other products that are widely used by our users:

Scrape Google Maps– Turn any Google Maps search into a structured spreadsheet. Ideal for researching local businesses at scale.

Scrape Google News– Scrape Google News data in bulk! Easily find relevant information and extract it in seconds with our ready-made Google News scraper automation workflow template.

Scrape Google Shopping– Get product details from Google Shopping at scale using our Google Shopping scraper automation workflow template. Compare product prices, reviews, and more.

3. Yellowpages- Best for scraping business directories based on location

Yellowpages is also among the most scraped websites in 2023. It is now one of the most popular directory websites that hosts more than 60 million visitors monthly.

How can the data collected from Yellowpages help companies? With the help of scraping, anyone can gather contact details of businesses based on their location. Salespeople use scraping to generate sales leads and retailers utilize it to find competitors in their industry. 

With the help of Hexomatic and Hexofy, anyone can collect detailed data on businesses, including business names, Yellow Page profile URLs, phone numbers, specifications, addresses, and website URLs.

4. Yelp- Another great alternative to Yellowpages

Yelp is another popular business directory website on the internet, drawing in more than 178 million monthly visitors through both its mobile app and website. Functioning as a local business aggregator and customer review platform, Yelp proves invaluable in various ways.

Similar to Yellowpages, Yelp offers detailed information about local businesses, making it easier to generate lists of local business leads across diverse industries. With Hexomatic as the ideal tool, you can efficiently scrape valuable datasets such as business names, phone numbers, addresses, and more from Yelp.

5. LinkedIn- Best for scraping B2B leads

The majority of our users scrape LinkedIn to generate B2B leads. With so many professionals and business leads on LinkedIn, the chances are high that you will succeed in finding what you’re searching for- quality B2B leads.

It’s super easy to scrape LinkedIn with our tools. If you need to scrape LinkedIn data in seconds, you can use the Hexofy extension. The latter will help you gather helpful data, such as the employee/business name, job title, description, location, email address, and more.

6. X (formerly Twitter)- Great for industrial research and sentiment analysis

X- one of the most scraped websites

According to Statista, there are about 353 million monthly active users on X. With this number of users, X is not only a platform for socializing but also a great place for marketing and branding.

By scraping X, you can get detailed information about sentiments, social media trends, opinions, and more. The data scraped from X is usually used to create effective marketing and branding strategies or carry out sentiment analysis.

7. YouTube- Best for scraping video content

YouTube- one of the most scraped websites

YouTube, the internet’s second-largest search engine, is a great video-sharing platform, giving you access to an immense pool of data. Intriguingly, on a monthly basis, a staggering number of users, surpassing 1 billion, contribute videos to YouTube, making it a rich source of information.

For independent researchers and YouTube marketers, publicly accessible YouTube data holds profound significance. Vital details such as search results encompassing playlists and channels, video  URLs, descriptions, and more can all be extracted from YouTube.

Using scraping tools such as Hexomatic and Hexofy, you can gather YouTube data for various purposes. It can help you, for instance, to identify new trends, and build a database of video titles and descriptions.

8. Facebook- Best for market analysis

Facebook- one of the most scraped websites

Facebook maintains its status as a thriving social media platform, boasting an impressive user base of over 2.80 billion monthly active users and valuable data. For business owners, Facebook serves as a valuable resource, offering insights into the demographics of their target audiences. 

Extensive data from Facebook pages, encompassing profiles, likes, posts, comments, contact details, and more, are publicly accessible. Anyone can scrape this data from Facebook with the help of the right scraping tools.

9. eBay- Great platform for generating product data

eBay- one of the most scraped websites

E-commerce platforms consistently rank among the most frequently scraped websites, with eBay standing out as a prominent example. Numerous users operate their businesses on eBay, making data extraction from the platform vital for monitoring competitors and following market trends.

This eBay seller diligently engages in regular data scraping from eBay and various other e-commerce platforms. Over time, this consistent effort has enabled him to construct an extensive database, facilitating profound market research and analysis.

Some of our users are actually eBay sellers who use our scraping tools to collect data from their competitors. They are also scraping other eCommerce platforms for in-depth market research.

10. Tripadvisor- Best website to scrape hospitality industry data

Tripadvisor- one of the most scraped websites

For businesses operating in the hospitality industry, acquiring valuable data for analysis is crucial. TripAdvisor is a crucial source of data in this industry, especially since the resurgence of the pandemic in 2020. Many businesses have turned to Tripadvisor as a goldmine of information.

Tripadvisor is an invaluable platform of data essential for competitor research and price comparisons. Scraped data from Tripadvisor includes vital details such as names, addresses, emails, phone numbers, ratings, prices, and reviews for restaurants, hotels, flights, vacation packages, and more. 

11. Indeed- Best platform to scrape job listings

Indeed- one of the most scraped websites

Indeed is like a bustling online hub specifically designed for jobs. Imagine it as a virtual marketplace where job opportunities meet eager job seekers. According to Indeed, they received over 200 million CVs on their platform.

However, Indeed isn’t just a place to browse job listings. It’s a goldmine of data! You can find details about which companies are hiring, the average salaries in different fields, the hottest job roles in demand, and so much more. 

Whether you’re a job-seeker, an HR professional, or even a researcher, having access to this kind of job data is invaluable. It gives you a broader view of the job market, helping you make better decisions in your career journey.

12. Zillow- Best platform for scraping real estate data

Zillow- one of the most scraped websites

Our list of most scraped websites would not be complete without real estate platforms. Zillow is one of the most popular real estate websites, with about a million visitors per month. Moreover, Zillow’s database includes more than  100 million properties, and more than a hundred properties are uploaded every day.

Our users scrape Zillow to gather information, such as property addresses, emails, phone numbers, pricing info, property page URLs, property descriptions, and more. The gathered data is usually used for market research and competitor analysis.

13. Walmart- Great for scraping product data

Walmart- one of the most scraped websites

Walmart serves as a widely recognized online marketplace where customers can explore a diverse array of products, spanning categories like electronics, furniture, appliances, clothing, toys, groceries, and beyond. Walmart.com provides an array of features, allowing users to access customer reviews, conduct product comparisons, and utilize search and filtering options based on criteria such as price, brand, and customer rating.

With the help of the right scraping tool, you can gather detailed information about the products on Walmart and carry out competitor analysis. It is also great for identifying market trends.

14. G2- Best for scraping user-generated reviews and ratings

G2- one of the most scraped websites

G2 is a leading platform for software and services reviews with a vast database of user-generated reviews and ratings. It has become a preferred choice for software buyers and decision-makers seeking reliable information.

Thanks to the collection of 2 million reviews and ratings, G2 is now one of the most substantial and comprehensive sources of software insights.

Our users scrape G2 to gather information, such as the G2 profile page, including the page URL, product name, the number of reviews and discussions, product overview and description, website URL, and seller details.

This data can be used for market research, and competitor analysis, and drive growth and success.

15. Etsy- Best for product data and sentiment analysis

Etsy- one of the most scraped websites

Etsy is among the most popular platforms for buying and selling vintage and handmade gifts and crafts. More than 60 million items are listed on Etsy, making it the largest marketplace in its category.

The data collected from Etsy is usually used by eCommerce retailers, marketers, and buyers for product research, price monitoring, and more.

Hexomatic allows our users to scrape reviews, ratings, prices, and more from Etsy in a few clicks. 

It is also great for carrying out sentiment analysis to understand the tone and voice of existing reviews. You can carry out the AI sentiment analysis with the help of Hexomatic’s automation. The latter will gather all the product reviews into one Google Sheet and analyze whether the review has a positive, negative, or neutral tone and voice. 

16. Quora- Great for scraping question-and-answer data

Quora- one of the most scraped websites

Quora is also on the list of the most scraped websites in 2023 thanks to its extensive library of questions and answers. It is a forum where individuals from diverse backgrounds engage in asking, answering, and discussing vital questions, concerns, and topics.

Several compelling reasons drive individuals and businesses to scrape data from Quora. The platform boasts an impressive daily usage time, averaging over 4 minutes, and hosts a massive user base of more than 300 million active users on a monthly basis.

When you perform a Google search, you’ll find as many as 65 million results associated with Quora, highlighting its significance as a rich source of user-generated data. This vast pool of information has made Quora an excellent platform for scraping, especially for activities like sentiment analysis. Tools like Hexomatic have proven effective in extracting these questions and answers, offering valuable insights for analysis and research.

17. Reddit- Great for scraping forum discussions 

Reddit- one of the most scraped websites

Reddit is a huge online forum popular for its vibrant and diverse communities.  This popular internet discussion platform serves as a hub for conversations on an extensive array of topics, ensuring there’s a subreddit for nearly every imaginable interest.  

The data collected from this online forum is beneficial for users who are engaged in online marketing, social media marketing, and relevant fields. You can use the collected data for research, analysis, references, and other relevant applications. 

18. Appsumo- Great for scraping data about SaaS apps

Appsumo- one of the most scraped websites

AppSumo is another famous website that demonstrates online services and digital goods. Established in 2010, the platform has evolved into the largest online platform specializing in Software as a Service (SaaS) apps and offering Lifetime Deals (LTDs). These deals encompass a variety of offerings, ranging from software and learning courses to ebooks and more.

Thanks to the data scraped on AppSumo, anyone can carry out market research, and software development, brainstorming new business ideas, and conducting competitive analysis. 

Our users scrape the following info from AppSumo: AppSumo product URLs, product website URLs, main image URLs, number of reviews, overviews, descriptions of the products, terms, and conditions, included features, founders, and more.

19. Product Hunt- Great for scraping new product data

Product Hunt, founded in 2013, has become a well-known social media platform for sharing and exploring new products. Remarkably, by 2016, it had facilitated the discovery of over 100 million products from 50,000 companies.

This website includes so many products and startups that people haven’t heard of before. This is why Product Hunt is a great place for discovering new products or promoting your own products.

Our users scrape Product Hunt in order to discover new products for their business and find investment opportunities. The gathered data is also used to carry out competitor analysis and explore new market trends.

20. Craigslist- Best for scraping classified listings

Craigslist is one of the most popular classified websites in the USA, similar to Yellowpages and Yelp. This platform is used to promote regional services and goods for sale.

Operating in 70 nations, Craigslist receives a remarkable 20 billion monthly page views. This vast audience presents significant sales potential, making it a preferred choice for businesses. Moreover, the platform provides invaluable data enabling businesses to monitor their competitors across various industries.

With Hexomatic, you can scrape the invaluable data on Craigslist and conduct a thorough analysis of your targeted market.

21. Crunchbase- Best for scraping company profiles

Crunchbase is a platform for accessing comprehensive business details about both private and public companies. It is known as “LinkedIn for company profiles”. Here you can find valuable information about the founders of a particular company, its leaders, details about investment and funding, and more.

We have included this platform in our list of most scraped websites as more than 50 million people visit it to scrape company information, extract contact details, acquisition data, company listings, numeric reports, and so much more.

With the help of Hexomatic, you can scrape data, such as Crunchbase company URLs, descriptions, number of employees, investor types, company page URLs, and more.

You can also scrape the data from Crunchbase using Hexofy AI. Read the details here: How to analyze Crunchbase data using Hexofy AI

22. Trusted Choice- Great for scraping insurance agent data

Trusted Choice is a website that serves as a platform connecting consumers with independent insurance agents. It helps people find local insurance agents in the United States who can provide them with personalized insurance solutions. 

The platform allows users to search for insurance agents based on their location and specific insurance needs. Scraping the data from Trusted Choice will help you scrape the details of insurance agents and find the right one based on your needs and requirements.

23. Fareharbor- Great for scraping customer information

FareHarbor is an online booking and reservation management platform designed specifically for tour and activity operators. It provides businesses with tools to manage bookings, handle payments, and streamline their operations in the travel and tourism industry. 

FareHarbor’s platform allows tour operators, activity providers, and rental businesses to create a customized booking system for their services.

By scraping FareHarbor, you can collect basic customer information such as names, email addresses, phone numbers, and sometimes addresses. Booking details will also be possible to extract with the help of advanced scraping tools.

24. TikTok- Great for generating machine-learning data

Tiktok - one of the most scraped websites

TikTok, one of the fastest-growing video-sharing platforms, offers a diverse range of videos across various genres. TikTok has over 1.677 billion users globally out of which 1.1 billion are its monthly active users as of 2023.

When it comes to data, TikTok provides a wealth of information. Utilizing efficient scraping tools like Hexomatic and Hexofy, you can gather links to videos, hashtags, views, comments, shares, and other valuable data. This platform’s data can be manually analyzed or transformed into datasets for machine learning applications. 

25. Futuretools.io- Best for scraping AI tools

Futuretools.io to scrape AI tools

Our list of the most scraped websites would not be complete without Futuretools.io, a platform tailored for businesses and individuals, who are searching for AI tools.

Yes! Now you can search for AI tools based on the preferred category and bring them together into a comprehensive spreadsheet, including detailed information for each of them.

With the help of a scraping tool like Hexofy AI, you can scrape this data in one click!

26. Instagram- Great alternative to Facebook

Instagram- one of the most scraped websites

Instagram, the social media giant, boasts an impressive statistic: users spend an average of 53 minutes on the platform daily. With over 500 million users interacting with business profiles daily, its advertising potential is great.

Businesses started scraping the data from Instagram for market and competitor analysis. Scraping diverse data, including profiles, hashtags, videos, images, and comments, enables activities like reputation management, brand sentiment analysis, and market research. Simply find the right scraping tool and streamline all your research processes.

27. Hardware World- Best for scraping hardware products 

HardwareWorld.com was an online hardware store offering a wide range of products related to home improvement, gardening, outdoor living, and more. They provided various tools, appliances, plumbing supplies, electrical equipment, and outdoor furniture, among other items.

HardwareWorld provides valuable data for construction companies, gardening companies, and more for competitor analysis, and data research. 

You can use Hexoamtic to collect data from both product listings and single product pages. Hexomatic will gather data such as product page URLs, product names, company names, model numbers, prices, and more. 

28. Dice.com- Great alternative to Indeed

Dice.com- one of the most scraped websites

Dice.com is a prominent US recruitment platform with more than  80,000 tech job listings. With a user base of about 3 million tech professionals and 2.4 million monthly visitors, Dice.com offers more than just a vast array of job opportunities. It provides users with essential services such as salary estimates, career guidance, and valuable insights to navigate their professional journeys.

Our users scrape Dice.com for the following benefits

Data scraped in bulk provides access to career opportunities, especially for tech industries.

The scraped data reveals crucial insights into technology and engineering job trends, highlighting skills in high demand during specific periods.

Recruiters and businesses gain a competitive edge by analyzing their competitors’ hiring strategies through scraping and analyzing Dice jobs.

The scraped data from Dice.com helps recruiters and businesses identify potential candidates for open positions based on their skills and experience. 

Booking.com is also on the list of the most scraped websites in 2023. It is a well-known online travel agency that specializes in hotel bookings but also offers reservations for other types of accommodations such as apartments, hostels, and vacation rentals. 

The website allows users to search for lodging options in various destinations worldwide, compare prices, read reviews from other travelers, and make secure bookings. 

Our users scrape Booking.com to perform things like market research, competitor analysis, price monitoring, customer service quality analysis, and improvement.

30. MercadoLibre- Great for scraping product data in Spanish

Mercadolibre might not be a name everyone recognizes, but in Latin American countries, it’s a leading e-commerce platform, with Brazil notably contributing a significant portion of its revenue.

Aside from offering robust online commerce and secure payment tools, MercadoLibre plays a crucial role in nurturing entrepreneurship and enhancing social mobility in Latin America, a region with a population of over 650 million and rapidly increasing internet penetration rates.

This platform is popular among Spanish-speaking users who scrape data for competitor analysis, product comparison,  finding partners, price monitoring and comparison, and much more.  

Frequently asked questions

Which websites allow web scraping?

Almost all websites allow web scraping. However, if you want to check whether the website allows web scraping or not, you should add “/robots.txt” to the end of the website URL you want to scrape. 

Does web scraping need coding?

It depends on the method you are using to scrape the website. If you’re using Python to scrape the website, you’ll need to learn how to scrape the site with Python. However, scraping tools, such as Hexomatic and Hexofy don’t require any coding skills. All you have to do is follow the simple steps mentioned for each and your website will be scraped in seconds.

Is web scraping expensive?

No, web scraping is not expensive at all. You can browse the internet and find web scraping tools with monthly or yearly subscriptions and enjoy its benefits at low prices.

What websites are easy to scrape?

It’s easy to extract data from websites if you’re using user-friendly web scraper tools. For instance, Hexomatic allows you to scrape a webpage in seconds by following its simple steps. Hexofy also makes the scraping process easy as it allows you to scrape a webpage with a single click!


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