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from $0.40 / 1,000 results

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Walmart Reviews Scraper – Products & Ratings

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Scrapes Walmart reviews (rating, text, date, verified purchase, helpful votes) plus product price, availability, rating breakdown and Walmart's AI summary. Unofficial Walmart reviews API. US$0.40 per 1,000 results. Optional AI insights (own Gemini/OpenAI key): US$0.20/1k reviews.

Pricing

from $0.40 / 1,000 results

Rating

0.0

(0)

Developer

René Del Valle Rodríguez

Actor stats

Bookmarked

Total users

Monthly active users

4 minutes ago

Last modified

Categories

E-commerce

Developer tools

Walmart product URLs

startUrls

Optional

e.g. https://www.walmart.com/ip/5113175776

Type:array

Item IDs

itemIds

Optional

Numeric Walmart item ids (the number at the end of /ip/ URLs).

Type:array

Example:

[
  "5113175776"
]

Max reviews per product

maxReviewsPerProduct

Optional

10 reviews per page. Use 0 to get only the product row.

Type:integer

Minimum:0

Maximum:5000

Default:50

Sort

sort

Optional

Review order.

Type:string

Default:submission-desc

Options:

submission-descrelevancyhelpfulrating-descrating-asc

Include product row

includeProduct

Optional

Price, availability, category, rating breakdown and Walmart's review summary.

Type:boolean

Default:true

AI insights per product (optional)

aiInsights

Optional

Adds one 'ai-insight' row per product: sentiment %, top pros, cons, themes, feature requests, notable quotes and an executive summary. Requires your own Gemini or OpenAI API key. US$0.20 per 1,000 reviews analyzed (only when AI insights are on); AI tokens are billed by your provider. Off by default.

Type:boolean

Default:false

AI provider

aiProvider

Optional

Leave empty to auto-detect from the key (keys starting with 'sk-' are OpenAI, others Gemini).

Type:string

Example:

gemini

Options:

geminiopenai

AI API key

aiApiKey

Optional

Your Gemini (aistudio.google.com) or OpenAI key. Used only for the AI calls; stored encrypted and never logged.

Type:string

AI model

aiModel

Optional

Optional. Default: gemini-3.1-flash-lite or gpt-4.1-mini.

Type:string

Example:

gemini-3.1-flash-lite

AI output language

aiLanguage

Optional

Language of the AI text (e.g. English, Spanish, Portuguese).

Type:string

Default:English

Proxy

proxyConfiguration

Optional

US residential proxy recommended.

Type:object

Default:

{
  "useApifyProxy": true,
  "apifyProxyGroups": [
    "RESIDENTIAL"
  ],
  "apifyProxyCountry": "US"
}

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