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Walmart Reviews Scraper With Verified & Rating Filters

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Walmart Reviews Scraper extracts product reviews with verified purchase status, star ratings, review titles, text, dates, reviewer details, and product information. Ideal for sentiment analysis, product research, competitor monitoring, customer feedback, and e-commerce insights.

Pricing

from $5.99 / 1,000 results

Rating

0.0

(0)

Developer

Scrapier

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Automation

Lead generation

Social media

🛍️ Walmart Products To Review

productList

Optional

📋 Add one item per line.

✅ Supported inputs: • 🔗 Product URL (e.g. https://www.walmart.com/ip/product-name/123456) • 🔎 Search URL (e.g. https://walmart.com/search?q=tshirt) • 🧠 Keyword (e.g. tshirt)

💡 Bulk input is supported. (Alias of the legacy startUrls field below — use either one.)

Type:array

🧾 Maximum Reviews Per Product

reviewLimit

Optional

🎯 Max reviews to extract per product, before any filter below is applied. ⚠️ Keep this balanced for faster runs and predictable output volume.

Example: reviewLimit=20 + verifiedPurchaseOnly=true → up to 20 reviews are fetched, then only the verified ones are kept. Default is 20. (Alias of the legacy maxComments field below.)

Type:integer

Minimum:1

Maximum:1000

🔀 Review Sort Order

sortOrder

Optional

📑 Choose review ordering: • ⭐ relevancy (most relevant) • 🆕 submission-desc (newest first) • 👍 helpful (most helpful) • ⬆️ rating-desc (highest rating first) • ⬇️ rating-asc (lowest rating first)

Type:string

Default:relevancy

Options:

relevancysubmission-deschelpfulrating-descrating-asc

📦 Maximum Products Per Search URL

maxProductsPerStartUrl

Optional

🛍️ For search URLs, limit how many products are processed from each input line. 💡 Higher values collect more data but increase run time.

Type:integer

Minimum:0

Maximum:1000

Default:10

⏭️ Skip Products Without Reviews

skipProductsWithoutReviews

Optional

🏷️ When enabled, a product page that returns zero reviews is labeled "skipped" in the run log instead of "0 reviews". Every product is still checked either way — this only changes the log wording, not which products are checked.

Type:boolean

Default:true

✅ Verified Purchases Only

verifiedPurchaseOnly

Optional

🛡️ When enabled, only reviews carrying Walmart's own Verified Purchaser badge are kept in the output. Every emitted row also carries the isVerifiedPurchase field so you can see the badge status either way. Default is off (all reviews kept).

Type:boolean

Default:false

👍 Minimum Helpful Votes

minHelpfulVotes

Optional

📊 Drop any review whose helpful-vote count (helpfulVotes) is below this number. 0 = keep every review regardless of helpful votes. Example: minHelpfulVotes=50 keeps only reviews with 50+ people marking them helpful.

Type:integer

Minimum:0

Default:0

⭐ Star Ratings To Include

ratingFilter

Optional

🎯 Select one or more star ratings (1-5). Only reviews with a matching rating are kept. Leave empty to keep every rating.

Type:string[]

Default:

[]

👍👎 Recommendation Status

recommendationFilter

Optional

🗳️ Keep both recommended and not-recommended reviews, or isolate one side. Reviews where Walmart never recorded a recommendation are excluded whenever a specific side is chosen (never guessed either way).

Type:string

Default:both

Options:

bothrecommended_onlynot_recommended_only

🔗 Legacy Start URLs (alias)

startUrls

Optional

🗄️ Legacy alias of productList above, kept for input compatibility with the original Walmart Reviews Scraper. Prefer productList — use this only if you already have an input JSON built for the original actor.

Type:array | null

🗄️ Legacy Maximum Reviews (alias)

maxComments

Optional

🗄️ Legacy alias of reviewLimit above, kept for input compatibility with the original Walmart Reviews Scraper. Prefer reviewLimit.

Type:integer | null

Minimum:1

Maximum:1000

🌐 Proxy Configuration

proxyConfiguration

Optional

🛡️ Controls how requests reach Walmart. Enabled by default for reliable results across regions; disable to use a direct connection instead, or supply your own configuration.

Type:object

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