LAGIC
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Walmart Reviews Scraper — Walmart | Lagic

Built ForCPG BrandsElectronics ManufacturersMarket Research Agencies

Get all customer reviews for any Walmart product.

Curated by Lagic·Verified working

Configure Agent

List of inputs, each entry refers to one request to be executed. Full list of valid parameters can be found in the README tab.

Results to deliver

100 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

1 credit per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Full review text and titleStar rating (1-5)Reviewer's nickname and location (if provided)Date the review was submittedNumber of positive and negative feedback votes on the reviewWhether the reviewer recommends the product
Sample Text...Value...Sample Text...2026-04-05789Value...
Sample Text...Value...Sample Text...2026-04-05429Value...
..................
Exports as:CSVXLSXJSON

Overview

Extract customer reviews from any Walmart product page, including star ratings, review text, author details, and submission dates, to analyze customer sentiment and competitor performance.

This tool gathers all available customer reviews for any product sold on Walmart.com. It's designed for brand managers, e-commerce sellers, market researchers, and agencies who need direct access to the voice of the customer. By providing a list of Walmart product URLs, you can collect a structured dataset of every review. The output includes the full review text, the 1-5 star rating, the reviewer's nickname, the date of submission, and tallies of positive and negative feedback votes. It also captures summary data like the total number of reviews, the average overall rating, and the percentage of customers who would recommend the product. Use this data to understand common complaints about a competitor's product, identify features customers love, find authentic language for your marketing copy, or monitor sentiment for your own products over time. It removes the manual work of copy-pasting reviews, giving you a clean dataset ready for analysis in Excel, Google Sheets, or other business intelligence tools.

Key Capabilities

  • ✓ Full review text and title
  • ✓ Star rating (1-5)
  • ✓ Reviewer's nickname and location (if provided)
  • ✓ Date the review was submitted
  • ✓ Number of positive and negative feedback votes on the review
  • ✓ Whether the reviewer recommends the product
  • ✓ Photos or videos submitted with the review
  • ✓ Product name, price, and item ID
  • ✓ Seller name (e.g., 'Walmart.com' or a third-party seller)
  • ✓ Total review count for the product
  • ✓ Average overall star rating
  • ✓ Percentage breakdown of 1, 2, 3, 4, and 5-star reviews
  • ✓ Analyze a competitor's top-selling product to identify its strengths and weaknesses from customer feedback.
  • ✓ Monitor customer sentiment for your own brand's products to catch quality control issues early.
  • ✓ Identify common feature requests or complaints to inform new product development.
  • ✓ Extract authentic customer language and keywords to use in ad copy and product descriptions.
  • ✓ Benchmark your product's ratings against others in the same category.
  • ✓ Aggregate reviews for a specific product category to understand broad market trends.
  • ✓ Provide clients with detailed voice-of-customer reports for their brand or competitors.

Field Dictionary

How To Run This Extractor

1

Find the products on Walmart.com you want to analyze.

2

Copy the URLs of the product pages.

3

Paste the list of URLs into the tool's input field.

4

Run the tool to start the data collection.

5

Once the run is finished, preview and download your data in CSV, JSON, or Excel format.

Frequently Asked Questions

Do I need to know how to code?
No, this tool is operated by providing a list of Walmart product URLs. No coding is required.
What format can I export the data in?
Is it legal to scrape reviews from Walmart?
How many reviews can I scrape at once?
Can I use this for client work?
How is this different from just reading reviews on the site?
How reliable is the data extraction?
Can I schedule this tool to run automatically?
Is the data fresh?
Does this tool get reviews from third-party sellers on Walmart?
Can I scrape reviews for a specific product variation, like a different color or size?