Best Wayfair Scraper

6 Best Wayfair Scrapers 2024: How to Scrape Product Data With Python

Published on: January 11, 2023
Last Updated: January 11, 2023

6 Best Wayfair Scrapers 2024: How to Scrape Product Data With Python

Published on: January 11, 2023
Last Updated: January 11, 2023

Best Web Scrapers

#1 Top Rated
the #1 web scraper

save 16%!
#2 Top Rated
API for web scraping

#1 Top Rated
the #1 web scraper

save 16%!
#3 Top Rated
Bright Data
scrape data at scale


In a hurry?
The best Wayfair scraper in 2024, as found in our independent testing, is ScraperAPI!

Did you know there is one thing common amongst a CEO of the world’s leading company, a start-up owner, a marketer, and a journalist?

That thing is data.

Everyone plans their businesses, stories, and policies according to their research and extracted data.

Data is the most important aspect of modern-day businesses, especially in the eCommerce market.

The quality and amount of data differentiate everything. The more accurate, precise, and related data you have, the more are the chances of success of your business.

It doesn’t matter if you are planning to launch a new product or looking for ways to boost the previous one with a new plan; data is crucial.

You always need to extract and investigate extensive data from different sources and your competitors.

It is where web scraping comes to the rescue. Web scraping is done with the help of different automated tools and coding software.

It is a widespread debate that web scraping is not suitable for all businesses, and it only favors a few. 

But this is an absolutely wrong perception; anyone can benefit from web scraping as long as it is done correctly.

Web scraping to extract data from eCommerce platforms like Wayfair is very important, and many people are turning their heads toward it.

Whenever you search anything about furniture on Google, you must have seen Wayfair products listed in the first few results.

Wayfair is the leading eCommerce market in the furniture and home-goods category in the United States.

Most American customers prioritize Wayfair products over other brands. Wayfair is the best choice when it comes to buying home products.

That’s why data scraping for Wayfair products is increasing and becoming popular among many businesses and startups.

A Wayfair scraper tool and software for product data extraction work as a data collector.

There are so many options, and sometimes it becomes difficult for you to choose the best Wayfair scraper for Wayfair web scraping.

Best Wayfair Scrapers 2024

  1. ScraperAPI – 🏆 Winner!
  2. Oxylabs
  3. Bright Data
  4. Apify
  5. ScrapingBee
  6. Helium Scraper

1. ScraperAPI – #1 Wayfair Scraper


Recommended Guide: ScraperAPI Review

ScraperAPI is a tool that makes API calls to get the data in the form of HTML and also manages different proxies, browsers, and CAPTCHAs.

ScraperAPI can be the best Wayfair scraper for product data scraping as it is perfectly integrated with eCommerce platforms.

You will never get caught while using ScraperAPI, as it has the perfect IP rotation tool. It has about 40 million IP addresses.

You can completely customize request headers with the help of the ScraperAPI tool. It offers you an organized and precise data scraping.

ScraperAPI offers you unlimited bandwidth, which may touch 100Mbs. It uses JavaScript.

The lowest plan of ScraperAPI only costs 29 dollars per month, but you don’t have access to all the features with this plan.

To enjoy all the features and tools like IP rotation and geolocation, you have to spend 249 per month.

Prominent Features

  • It uses Javascript for the rendering process
  • Integration is simple and easy
  • It contains perfect IP rotation and proxies
  • Scrapes data speedily and accurately
  • It is specially designed for eCommerce platforms like Wayfair to extract product data.

2. Oxylabs

Oxylabs Web Scraper API

Recommended Guide: Oxylabs Review

Oxylabs is the perfect scraper that can even be used without any need for coding.

It is powered by a complete artificial intelligence system, making it the perfect tool.

It works on automated tools that save you from handling the commands and operations manually.

👉 Get FREE Account

You can use it on any Windows, Linux, and Mac system.

Oxylabs can be called the most innovative visual web scraping tool present today.

The extracted data is easily downloadable in different formats.

Prominent Features

  • It is very inexpensive and comes for only 99.99 dollars per month
  • Oxylabs offers a 7 day free trial but with limited tools and feature
  • Supports download formats including CSV, Excel, JSON, and TXT

3. Bright Data

Bright Data Web Scraper IDE

Recommended Guide: Bright Data Review

The world’s leading web scraping and data platform, Bright Data offers the best services in the data extracting field.

The services of Bright Data are inexpensive, precise, quick, and stable. You can extract data from many platforms, including eCommerce stores like Wayfair.

Bright data provides easy and quick conversion of unsaturated data into saturated data and offers greater transparency and yield.

👉 Get FREE Account

The perfect thing about Bright Data is that you get everything in a single dashboard regardless of the amount of data you collect.

Bright Data works on automated tools that can be customized according to your requirements.

To avoid unwanted information, you can control the data flow and the amount of data being extracted.

Bright Data can help you scrape all the information about product prices, features, and related data from Wayfair.

The tools and database of Bright Data are designed to get perfectly personalized data according to your eCommerce needs.

There are a lot of other features that make Bright Data the best Wayfair data scraper.

It Has Pre-Collected Datasets

Bright Data has an extensive database filled with data collected from major websites. These data sets can help you do your data-related tasks quickly and effortlessly.

These data sets offer you easy access to information about eCommerce brands like Wayfair, social media markets, and other businesses.

The Best Data Collector

Bright Data provides a perfect data collector tool that offers precise and optimum data from various websites and stores.

It Has Web Unblocker

One of the prominent features of Bright Data is that it allows you to unblock restricted websites.

This feature makes it best for Wayfair data scraping as this data is not easily accessible.

Works As Search Engine Crawler

Bright Data has a search engine crawler that quickly scrapes data from different sources in a single command.

4. Apify


Apify is another famous and very effective data scraping tool for Wayfair data scraping.

It can create an API for almost every page on the internet with an automated and data-centric approach. It allows you to extract perfectly optimized and organized data.

Apify also has efficient tools to scrape data from social media handles associated with websites.

These social media commonly include Facebook, Twitter, Youtube, and Instagram. Extracted data is available for download in various CSV, Excel, PDF, and more formats.

Apify offers you one month’s free trial to check out their different tools and proxies. They also offer deals and discounts to their customers.

Apify provides you with many in-built tools and functions, making data scraping easier.

Prominent Features

  • Allow you to download files in different formats, including  JSON, XML, CSV, etc.
  • It has intelligent IP rotation and location changing proxies
  • Compatible with Zapier, Airbyte, and other similar tools.

5. ScrapingBee


ScrapingBee is another efficient Wayfair scraper you can use for Wayfair data scraping.

It can create APIs for several websites available on the internet, and it serves as a perfect proxy manager.

It helps you extract data from different pages without getting blocked as it keeps on changing the proxies and locations.

ScrapingBee also supports Google scraping API, which can benefit you a lot. You can render your web page as a browser with the help of ScrapingBee.

It makes you able to manage hundreds of headless browsers at a time.

Unlike other web scraping software, it doesn’t take much space on your computer and RAM.

Many features of ScrapingBee can benefit you while doing Wayfair data scraping.

Contains Spinning Proxies

ScrapingBee has a pool of proxies, and it keeps on changing them with every new web page you scrape. It allows you to play safely without getting blocked.

Works As General Web Scraping

ScrapingBee works as a general web scraping tool, and it is best for eCommerce data scraping.

You can use it to monitor prices and extract data like product reviews and other information. 

Scrapes Search Engine Results

One of the many prominent features of ScrapingBee is its ability to scrape data from search engine results which helps you gather information about the choices of customers.

Works As Growth Hacker

ScrapingBee also works as a growth hacker that can provide you with perfect assistance in the lead generation process.

6. Helium Scraper

Helium Scraper

Helium is another well-known data scraper software. It operates on several combinations of off-screen browsers.

It works on the simple point-and-click interface and quickly extracts data from multiple pages in a single go.

In this way, the Helium Wayfair scraper is the most appropriate option to scrape product data from Wayfair.

All the extractions are performed locally, making it easy to store data on your local device or cloud. It saves you from paying a monthly fee for data scraping and storing.

You can scrape as much data as you want with a Helium scraper. Helium Scraper allows you to select sample elements according to your requirements.

What Is Wayfair Data Scraping?

Web scrapers are used to automatically scrape data from Wayfair by using different data extracting tools.

The products for sale could be used to monitor prices, reviews could be used for review analyses, and descriptions of products could be used to describe similar items.

Since Wayfair offers no API through which the data can be accessed publicly, web scraping is an effective method for extracting information about products present on eCommerce platforms like Wayfair.

The scraping requires a straightforward process – scrapers replicate browsers to request data-rich pages, download those pages, and extract the relevant information.

But, the process of Wayfair data scraping is more complicated than it looks.

The reason behind this is that Wayfair is not supported by automated access specifically for gathering data, and it has an in-built anti-scraping program on its website to stop data scraping operations.

Scraping the website’s content will require you to dodge the anti-spam system.

It is fascinating and essential to know that web scraping a Wayfair page is legal though they have not allowed it.

The data extracted with the help of a Wayfair scraper is available publically.

You are only taking the help of web scrapers to avoid lengthy and time-consuming manual procedures.

The only thing to master is using a bypass technique to dodge the anti-scraper strategy of Wayfair.

How to Scrape Wayfair Product Data With Python

Making a duplicate Wayfair page is very simple, and it depends upon how quick and expert you are.

Though all coding languages can be used for Wayfair data scraping, most Wayfair scrapers use Python.

The reason for using Python is the availability of various frameworks and easy to manage Python code.

Python is a very straightforward language, and its codes are less complex than other languages. So even a new Python user can code a Wayfair scraper.

The most commonly used browser Automator for Wayfair product data scraping is Selenium.

It is very efficient and effective and can perform various tasks including web scraping.

Selenium has straightforward Python documentation, which is readily available on the internet.

Selenium is a proven tool for Wayfair data extraction because many Wayfair product pages are only accessible with Javascript implementation and interpretation.

But you don’t need any browser Automator if you are extracting simple data such as product descriptions, titles, prices, stores, ratings, and reviews.

For this purpose, a combination of BeautifulSoup and a few Python requests will do the job even quicker.

This combination can’t be used to scrape complete information from a Wayfair page because they don’t support Javascript rendering.

Wayfair has automated systems on their web pages that don’t allow data scraping.

Wayfair might block a web scraping tool for running on their web page that doesn’t have proper code.

That is why only the web scrapers that allow you to unblock web pages and use IP rotation are best for Wayfair product data scraping. 

Data scraping tools can easily get caught as they send hundreds of requests at a time, which is not possible in the human case.

It will help if you go with a different IP footprint for every request. So you need a scraping tool with millions of IP addresses and geolocations.

Wayfair product data can be scraped with the help of Python, and BeautifulSoup. It is a very straightforward and easy process.

A Wayfair scraper that works on coding can utilize this code to generate required data results.

The commonly scraped data from Wayfair contains prices and information on products, customer reviews, search engine insights, and other related data.

First, make sure that you have installed Python 3 on your system. Once you are done with it, you are good to go.

You will also need the lxml of the library, soupsieve, queries to collect data, and fail to XML. You will be utilizing CSS selectors. Also, install BeautifulSoup.

Sample Code for a Python Wayfair Scraper

import requests

from bs4 import BeautifulSoup

class WayfairScraper:

 def __init__(self, url):

   self.url = url = []

   def scrape_details(self):

    headers = {



           ‘accept-encoding’: ‘gzip, deflate, br’,

           ‘accept-language’: ‘en-US,en;q=0.8’,

           ‘upgrade-insecure-requests’: ‘1’,

           ‘user-agent’: ‘Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.3163.100 Safari/537.36’


    content = requests.get(self.url, headers=headers)

    soup = BeautifulSoup(content.text, “html.parser”)

    name = soup.find_all(“h1”, {“class”: “pl-Heading–pageTitle”})[0].text

    rating = soup.find(“span”, {“class”: “ProductRatingNumberWithCount-rating”}).text

    price = soup.find(“span”, {“class”: “pl-Price-V2”}).text.replace(“$”, “”)

    return {

           “name”: name,

           “rating”: rating,

           “price”: price


x = WayfairScraper(“”)


Benefits of Web Scraping of E-Commerce Websites

E-commerce businesses have found that web scraping provides rich data insights, especially with data scraping.

For example, these web scrapers help recognize the buyer’s liking and options. By doing so, they can assess trends in online purchase behavior.

Many e-commerce companies, such as Wayfair, Shopify, Amazon, eBay, Walmart, etc., have been assisted by web scraping for many years.

Price Monitoring & Product Research

Almost all eCommerce businesses, including Wayfair, Amazon sellers, and eBay, use web scraping to monitor their participant’s website charges.

In addition to monitoring how your competitors price similar products.

You can work on web scraping to develop a better pricing system for your company.

Better Customer Analysis

Web scraping helps you identify ideal customers and their preferences. It supports businesses in identifying their ideal markets.

If you want to target resources more effectively, eCommerce sites should identify the demographics and attitudes of their customers while reviewing their reviews.

This data is derived from customer insights, reviews, and customer preferences.

This data can help you plan your product strategy so that your next launch will be well integrated with customer opinions and market requirements.

Boosts Productivity

With the help of web scraping, you will get to know how products are performing in the marketplace.

You will definitely gain insight into a product’s popularity and acceptance in the market once you review its sales figures.


When you use a Wayfair scraper to scrape product data, you can align your product development and marketing strategies to match market requirements with an excellent report on customer sentiments, insights, likes, and preferences.

It will end up increasing productivity and, ultimately, profitability for your company.

Stay on top of the latest technology trends — delivered directly to your inbox, free!

Subscription Form Posts

Don't worry, we don't spam

Written by Jason Wise

Hello! I’m the editor at EarthWeb, with a particular interest in business and technology topics, including social media, privacy, and cryptocurrency. As an experienced editor and researcher, I have a passion for exploring the latest trends and innovations in these fields and sharing my insights with our readers. I also enjoy testing and reviewing products, and you’ll often find my reviews and recommendations on EarthWeb. With a focus on providing informative and engaging content, I am committed to ensuring that EarthWeb remains a leading source of news and analysis in the tech industry.