TL;DR: Comparison of the Top Walmart Proxies for Web Data Scraping

The following comparison table will help you choose the best Walmart proxy for your product data scraping needs.

Our verdict: ScraperAPI wins the battle of the best proxy options for Walmart data scraping.

Given the substantial effort and resources required to develop a robust Walmart web scraper, opting for a combined proxy provider and web scraping solution is a practical approach.

For just $49 per month, ScraperAPI empowers you to extract Walmart product and pricing data at scale efficiently. You can schedule the data extraction process and retrieve JSON-formatted output that streamlines your workflow.

Additionally, ScraperAPI’s dedicated Walmart scraper APIs, including those for Walmart’s products, pricing, reviews, and SERPs data, will provide comprehensive access to essential information for your ecommerce business.

Why Do You Need Proxies to Collect Walmart’s Public Web Data?

One of the biggest challenges in scraping public data is bypassing website anti-bot measures. By using multiple proxies, you prevent detection and IP bans as your requests are distributed across various IP addresses. Additionally, using multi-location proxy pools for Walmart data extraction can mask your IP, granting access to region-specific content.

Keep in mind that proxies are just one component of a web scraping tool. You’ll need other elements to extract Walmart product information consistently. We have extensive guides on extracting Walmart data at scale, including building a robust Walmart web scraping system with Python.

6 Top Proxies for Scraping Walmart Data

Using a top proxy for your Walmart web data scraping projects is essential to achieving near 100% success rates. The following options can help you choose the best tool for your needs. 

1. ScraperAPI [Best Walmart Web Data Scraping Tool]

As a leading web scraping tool, ScraperAPI offers a comprehensive solution for extracting Walmart data quickly and reliably. Beyond providing a vast pool of reliable proxies, ScraperAPI’s robust web scraping infrastructure handles the browser and CAPTCHA’s anti-scraping measures, ensuring seamless data extraction without facing any blocks along the way.

With over 40 million proxies distributed across 50+ countries (more on demand), ScraperAPI empowers you to access data like a local user. Its diverse proxy pool includes residential, mobile, and datacenter proxy options, catering to various data scraping needs.

However, it shines the brightest with its Walmart scraper. With a simple API call to its Walmart endpoint, you’re able to turn any Walmart page into structured JSON or CSV data. By sending a product ID or search query alongside your get() request, you can extract product names, prices, shipping information, reviews, and more.

Features and Benefits of ScraperAPI’s Proxies and Web Scraping Tool

• Global proxy coverage: access data from the US, Mexico, the UK, Europe, China, India, Australia, and more.
• Precise geotargeting: extract country-specific data with accuracy.
• Exceptional uptime and bandwidth: enjoy uninterrupted Walmart scraping with 99.9% uptime and unlimited bandwidth.
• Customizable requests: enhance your web scraping projects with features like JavaScript rendering and sticky sessions.
• Structured data collection: utilize Walmart API to obtain data in JSON format.
• Automated scraping: schedule Walmart web scraping tasks with DataPipeline.

Learn more about ScraperAPI’s residential proxies and rotating proxies for web scraping.

Pricing On This Web Scraping Solution:

• Forever free plan: for 1,000 API credits.
• 7-day free trial: for 5,000 API credits.
• Paid plan: start at $49 per month.

2. Soax [Alternative Proxy-Focused Option]

The next best proxy for Walmart data scraping is Soax. It offers various proxy types, including residential, US ISP, mobile, and datacenter proxies. It claims to have a 99.95% success rate and works with multiple protocols, such as HTTP(S), SOCKS5, and UDP/QUIC.

Soax’s biggest strength is its residential and mobile proxies’ speed – which you’ll need as datacenter proxies won’t cut it. This allows for fast response times and above-average success rates.

Soax also offers some scraper APIs, including SERPs and ecommerce APIs. However, unlike ScraperAPI, it doesn’t provide Walmart scraper APIs, which is recommended for large data scraping.

Another major difference between ScraperAPI and Soax is its pricing structure.

ScraperAPI offers an API credit system, charging 5 API credits per ecommerce request. This means you get up to 20,000 Walmart searches or product pages scraped for $49/month – the cost of its first plan.

On the other hand, Soax offers a GB-based pricing structure, which makes calculations harder to do, as it all depends on the size of each page. However, assuming an average of 2MBs per page, Soax can only offer around 7,600 URLs scraped for $99/month – the first residential proxies tier plan.

Features

• Unlimited concurrent sessions.
• 99.9% network uptime.
• Automatic IP rotation and sticky sessions.
• Coverage in over 195 countries, with city-level targeting in select locations such as the US, UK, and Europe.

Pricing

• Trial plan: $1.99 for 15 GB of ISP proxy for 3 days.
• Residential proxies: $99 monthly for 15 GB.
• Mobile proxies: $99 monthly for 15 GB.
• ISP proxies: $99 monthly for 15 GB.
• Datacenter proxies: $49 monthly for 75 GB.

3. Proxyrack [Scalable but Expensive Proxy Provider]

Proxyrack (and other proxy providers below) focuses solely on providing proxies. This means that they don’t couple their proxy offering with a web scraping solution, so you’ll need to set up your own web scraping infrastructure to collect Walmart’s public data.

Proxyrack offers a range of proxy types, including residential and datacenter proxies. The datacenter proxies are focused on US locations and offer rotating and static proxies.

You’ll need residential or mobile proxies to scrape Walmart at scale, so keep that in mind. Proxyrack offers a hybrid approach for residential proxies, allowing you to choose between a per-request or per-GB approach.

We list it as a third option as even in its per-request model, it’s far more expensive than ScraperAPI and offers none of the Walmart scraping features.

Just as an example, it would cost you around $199 to $261 a month to scrape 10k URLs.

Features

• 20,000+ worldwide IPs with geo-targeted cities and unlimited data transfer.
• The proxy pool is spread across 140+ locations, including the US, UK, Australia, and Europe.
• User-friendly dashboard for monitoring proxy performance.
• Proxy rotation and sticky ports are supported.

Pricing

• 7-day trial: $13.95.
• Residential proxies: start at $49.95 per month.
• Datacenter proxies: start at $50.00 per month.

4. ProxyEmpire [Affordable Rotating Proxies]

ProxyEmpire is a proxy provider offering residential, datacenter, and mobile proxies, with both static and rotating options. Its vast network includes over 170+ locations and 9.5 million IP addresses, all at affordable prices starting from just $0.35 per GB.

Features

• Static and rotating residential proxies with city and ASN/ISP targeting.
• Unlimited concurrent connections.
• 99.86% uptime.
• 24/7 chat customer support.

Pricing

• Trial plan: $1.97 for 100 MB residential data and 50 MB mobile data.
• Rotating and static residential proxy: $40 for 5 GB.
• Rotating mobile proxy: $150 for 10 GB.
• Rotating datacenter proxy: $25 per month for 40 GB.

5. Nimble [City-Level Residential Proxies]

Nimble is a proxy provider specializing exclusively in residential proxies. Their proxies are AI-optimized, ensuring that you’ll always have the best IP that fits your specific needs based on various factors like IP quality, user behavior, and session patterns.

Its major downside is that features like parsing templates, CAPTCHA handling, and JS rendering are gated behind its more expensive plans, forcing you to commit to a minimum of $600/month.

Note: ScraperAPI offers all of these features across all plans, so no matter your commitment, you’ll always get the full power from its API. 

Features

• 0.25s average response time.
• Granular geotargeting down to the city level.
• Stable and reliable IPs for complex tasks.
• Real-time reporting for budget and usage tracking.

Pricing

• Pay-as-you-go: $8 per GB.
• Structured plans: Starting from $150 ($7.8 per GB).

6. ABCproxy [Alternative to Nimble]

Similar to Nimble, ABCproxy is another proxy provider that utilizes AI. However, how this AI optimization improves performance is unclear. In addition to static and unlimited residential proxies, they also offer rotating ISP and dedicated datacenter proxies.

Features

• Over 200 million residential IPs in 190+ countries.
• Supports city-level, ZIP, and ISP localization.
• Supports SOCKS5, HTTP, and HTTPS.
• Unlimited concurrent sessions.

Pricing

• Residential proxies: $16.50 for 5 GB (30-day duration).
• Rotating ISP proxies: $132.20 for 60 GB (30-day duration).
• Dedicated datacenter proxies: pricing varies based on duration and IP location.

What Data Can You Scrape From Walmart?

Web scraping allows you to gather four types of public data from Walmart: products, reviews, categories, and search data. Let’s explore how this information can benefit your retail business.

• Walmart product data

Walmart product data includes essential product information such as the name, brand, and description. This data is crucial for optimizing SEO, improving search rankings, and developing effective marketing campaigns.

• Walmart product reviews

Having Walmart product reviews can help you understand customer perceptions and preferences regarding specific products and brands. Additionally, they can help your ecommerce business discover emerging trends, consumer demands, and potential market opportunities.

• Walmart product categories

By web scraping and analyzing Walmart product categories, you can identify gaps in your ecommerce store’s product range. This insight allows you to offer unique items and expand your selection. Additionally, aligning your product offerings with popular Walmart categories can boost visibility and sales.

• Walmart search data

Walmart search data offers valuable insights into consumer behavior. By assessing how Walmart optimizes its product data and SEO for online shoppers, you can identify popular search terms, replicate their SEO strategies, and uncover emerging trends.

ScraperAPI: The Best Walmart Proxies for Data Extraction

Gaining access to Walmart’s product data, pricing, and reviews can provide invaluable insights to fuel your ecommerce business growth. To efficiently collect this data at scale, a powerful web scraping solution like ScraperAPI, combined with robust Walmart proxies, is essential.

ScraperAPI ensures uninterrupted data collection by seamlessly handling browsers, CAPTCHAs, and other anti-bot measures. With a remarkable 99.9% success rate, you can confidently extract Walmart’s public web data.Ready to try it out? Discover more about ScraperAPI or try it by yourself. Create a free ScraperAPI account and try the code snippet below:

import requests
import json


payload = {
   'api_key': 'YOUR_API_KEY', #add your API key here
   'query': 'gaming pc desktops',
   'page': '1'
}


#send your request to scraperapi
response = requests.get('https://api.scraperapi.com/structured/walmart/search', params=payload)
data = response.json()


#export the JSON response to a file
with open('data.json', 'w') as f:
   json.dump(data, f)