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Walmart Reviews Scraper API

Analyze Walmart reviews to improve your products, identify and resolve negative reviews, and stay ahead of consumer preferences.

 

ScraperAPI turns Walmart review pages into ready-to-analyze JSON or CSV data, reducing development and maintenance costs and automating your scraping and data cleaning process.

  • Convenient scheduling options
  • Advanced anti-bot detection bypassing
  • JSON and CSV output options

Achieve near 100% success rate from day one!

try free for 7 days

*No credit card required. The free trial includes 5k API credits.

ScraperAPI Walmart reviews scraper details
Scrape Walmart Reviews with ScraperAPI

Join the 10,000+ data-focused companies using ScraperAPI

Turn Walmart Review Pages Into Structured JSON Data

Collect product reviews for sentiment analysis

Get all the reviews associated with a Walmart product ID.

API endpoint
https://api.scraperapi.com/structured/walmart/review

Let ScraperAPI handle your requests and parse Walmart review pages for you.

After sending your get() request to our endpoint, ScraperAPI will return all product reviews, including review’s title, author, date, rating and the text itself in JSON or CSV format.

json response
{
   "product_name": "XB1 Xbox Series X",
   "product_url": "https://www.walmart.com/ip/Xbox-Series-X-Video-Game-Console-Black/443574645",
   "rating": 4.6899,
   "review_count": 11646,
   "reviews": [
       {
           "text": "I was on the fence about purchasing the Xbox Series X because I hardly play my PlayStation 4. So far I have been impressed and very entertained by this console. I would say Microsoft made a great device that pacts a lot for someone wanting to play new and older generation games, stream and play 4K films.",
           "author": "Customer",
           "date_published": "12/30/2023",
           "rating": 5,
           "positive_feedback": 37,
           "negative_feedback": 6,
           "badges": [
               "Verified Purchase"
           ]
       }, //MORE DATA
   ]
}

Try our Walmart Reviews Endpoint

Create a free ScraperAPI account to get 5,000 API credits, add your API key to the api_key parameter, and copy and run the script below in a new Python project.

python snippet
import requests
import json


payload = {
   'api_key': 'YOUR_API_KEY', #Add our API key here
   'product_id': '443574645'
}


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


#export the JSON response to a file
with open('walmart-reviews.json', 'w') as f:
   json.dump(reviews, f)
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Collect Walmart Reviews at Scale

Get Walmart Reviews in Structured Format

Send your get() requests through our Walmart Reviews structured endpoint and transform raw HTML into easy-to-analyze JSON or CSV data.

 

No need for complicated parsers or workarounds. Our team of experts is constantly working to keep data flowing so you can focus on what matters: your business!

 

Start scraping Walmart reviews in minutes.

check our documentation
Auto Parsing​
ScraperAPI geotargeting

Bypass Walmart Geo-Restrictions

Can’t access Walmart? Quickly set specific countries you want your request to come from and get accurate, localized data.


Geotargeting is included in all plans.

discover all locations

Achieve higher scraping speed using our Walmart Review endpoint with Async Scraper

Achieve higher scraping speed using our Walmart Review endpoint with Async Scraper:

  • Increase success rates on enterprise-level sites
  • Send millions of requests simultaneously
  • Receive your data to your application directly with webhooks

Let us manage timeouts, retries, anti-scraping mechanisms, and any other complexity and focus on getting the insights you need.

Learn about async
Async Scraper Service
Data Pipeline

Automate Walmart Review Scraping Jobs

DataPipeline lets you build and schedule complete Walmart review scraping projects with a simple interface.

 

To get started:

  • Select the Walmart Review template
  • Submit a list of product IDs
  • Select your preferred method to receive the data

Once the project is running, we’ll send you the data to your Webhook, or you can download it through your project’s dashboard.

 

You can monitor up to 10,000 products per project.

LEARN ABOUT DATAPIPELINE
IP locatations

40M IPs Around
the World

geolocation

50+
Geolocations

Uptime guarantee

99.9%
Uptime Guarantee

Unlimited bandwith

Unlimited
Bandwidth

Professional support

Professional
Support

Use the Right Tool — Power Up Your Infrastructure or Go Low-Code

No matter the level of complexity, ScraperAPI is designed to fit any use case.

Residential Proxies

API

Integrate ScraperAPI to your existing infrastructure to improve the performance of your scrapers, achieve higher success rates, and increase scraping speed.

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DataPipeline

Automate your entire data pipeline at scale without writing a single line of code. Save on maintaining costly coding infrastructures and managing complex scrapers.

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Async Scraper

Handle millions of requests at a near 100% success rate with a simple Post() request. Scale your data collection for even the toughest domains.

Scrape Millions of Walmart Product Reviews without Interruptions

Handling large projects is easier with ScraperAPI
Get in touch with our team of experts to build a plan that fits your goals, including +100 concurrent threads, an account manager, and a dedicated Slack channel for support

talk to an expert

Useful Resources

Learn how to get the most value from ScraperAPI

Tutorial on scraping Walmart product reviews

👉 How To Scrape Walmart Product Reviews at Scale

Learn how to build a Walmart reviews scraper with Node.js.

Walmart scraper details landing page

👉 Walmart data at your disposal

See how companies can use ScraperAPI to get Walmart data.

👉 Discover all our SDEs

Get structured JSON and CSV data from in-demand domains.

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Find the Right Scraper for You

Get accurate, actionable business insights from the world’s biggest websites.

Use our structured data endpoints (SDEs) to turn raw HTML into ready-to-analyze JSON or CSV data.

Amazon products

Amazon offers

Amazon reviews

Amazon search

Amazon prices

Google jobs

Google news

Google search

Google shopping

Walmart category

Walmart product

Walmart search
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What Our Customers
Are Saying

One of the most frustrating parts of automated web scraping is constantly dealing with IP blocks and CAPTCHAs. ScraperAPI gets this task off of your shoulders.

Capterra Badge

based on 50+ reviews

The team at ScraperAPI was so patient in helping us debug our first scraper. Thanks for being super passionate and awesome!
Cristina Saavedra
Cristina SaavedraOptimization Director at SquareTrade
A dead simple API plus a generous free tier are hard to beat. ScraperAPI is a good example of how developer experience can make a difference in a crowded category.
Ilya Sukhar
Ilya SukharFounder of Parse, Partner at YCombinator
I researched a lot of scraping tools and am glad I found ScraperAPI. It has low cost and great tech support. They always respond within 24 hours when I need any help with the product.
Alexander Zharkov
Alexander ZharkovFullstack Javascript Developer
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Simplify Walmart Reviews Scraping with ScraperAPI

Test It Free For 7 Days
  • 10% off

Hobby

Hobby

$49

/ month

Annual Hobby

$49

$44

/ month, billed annually

  • 100,000 API Credits
  • 20 Concurrent Threads
  • US & EU Geotargeting
Start trial

Startup

Startup

$149

/ month

Annual Startup

$149

$134

/ month, billed annually

  • 1,000,000 API Credits
  • 50 Concurrent Threads
  • US & EU Geotargeting
Start trial

Business

Business

$299

/ month

Annual Business

$299

$269

/ month, billed annually

  • 3,000,000 API Credits
  • 100 Concurrent Threads
  • All Geotargeting
Start trial

Most popular

ENTERPRISE

Custom

Custom

/ month

Need more than 3,000,000 API Credits with all premium features, premium support and an account manager?

Contact Sales
Are you not sure what plan fits best for you? Or do you want to discuss the option of a custom plan? Contact our sales.
  • Purchasing additional API credits is possible after reaching the maximum monthly quota.

All plans come with

  • JS Rendering
  • Premium Proxies
  • JSON Auto Parsing
  • Smart Proxy Rotation
  • Custom Header Support
  • Unlimited Bandwidth
  • Automatic Retries
  • Desktop & Mobile User Agents
  • 99.9% Uptime Guarantee
  • Custom Session Support
  • CAPTCHA & Anti-Bot Detection
  • Professional Support

Working on large projects and want to test longer?

Get a free consultation from our web scraping experts.

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