Pricing

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Walmart Reviews Scraper

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Extract customer reviews from Walmart.com products, including rating, title, text, userNickname, submissionTime, positiveFeedback, and photos. Export data, run via API, schedule and monitor runs, or integrate with other tools.

Pricing

Pay per event

Rating

4.5

(2)

Developer

E Commerce

Actor stats

Bookmarked

537

Total users

Monthly active users

0.13 hours

Issues response

3 days ago

Last modified

Categories

E-commerce

Start URLs

startUrls

Optional

One or more Walmart product, search, or category page URLs to scrape, for example https://walmart.com/search?q=tshirt. Search and category pages are expanded into products, and reviews are then collected for each product up to the per-product limit.

Type:array

Default:

[]

Example:

[
  {
    "url": "https://walmart.com/search?q=tshirt"
  }
]

Max products (per start URL)

maxProductsPerStartUrl

Optional

The maximum number of products to collect reviews from per start URL, for example 10. Products are collected in listing order until this limit is reached.

Type:integer

Minimum:0

Example:10

Max reviews (per product)

maxReviewsPerProduct

Optional

The maximum number of reviews to scrape for each product, for example 10. Reviews are collected in the order set by Sort type until this limit is reached.

Type:integer

Minimum:0

Example:10

Sort type

reviewsSortType

Optional

The order in which reviews are scraped. Choose Newest to Oldest to scrape the most recent reviews first, which is also required for the Review date from filter to work. Options are Most Relevant, Most Helpful, Newest to Oldest, Oldest to Newest, High to Low Rating, and Low to High Rating.

Type:string

Default:relevancy

Options:

relevancyhelpfulsubmission-descsubmission-ascrating-descrating-asc

Review date from (only works with 'Newest to Oldest' sort)

scrapeUntilDate

Optional

Only scrape reviews published on or after this date, in YYYY-MM-DD format, for example 2024-01-30 returns reviews dated 2024-01-30 or later. This filter only works when Sort type is set to Newest to Oldest.

Type:string

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