Walmart Reviews

⭐ Walmart Reviews Scraper (CA/US)

Fast Apify Actor that scrapes product reviews from Walmart Canada and US.

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Why Scrape Walmart Reviews?

Benefit	Description
⭐ Customer Sentiment Analysis	Understand customer opinions to improve products and services.
💬 Review Trends Monitoring	Identify recurring themes in customer feedback for better decision-making.
📈 Product Performance Insights	Evaluate which products resonate most with customers based on reviews.
🛠️ Feature Improvement	Pinpoint specific product features that need refinement.
📊 Competitor Comparison	Compare customer satisfaction levels across similar products.
🔍 Keyword Extraction	Extract valuable keywords from reviews for SEO and marketing strategies.

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Actor Input

• Start IDs/URLs (array, optional):
  Provide Walmart URLs or IDs. Examples:

  • https://www.walmart.ca/en/ip/Samsung-Galaxy-Watch6-Classic-GPS-Brand-New-47mm-Smartwatch-with-Heart-Rate-Monitor/6FQWL1GUQ4CP
  • https://www.walmart.com/ip/6-Boxes-of-24-Packets-Sunny-Royal-Supari-Sweet-Betel-Nuts/1379435767
  • https://www.walmart.com/reviews/product/656435841
  • 6000196719362

• Depth (integer, optional): Set max number of review pages to crawl, default to 1 page.

• Region (string, optional):
  Choose the Walmart region you want to scrape from:

  • 🇺🇸 US: United States
  • 🇨🇦 CA: Canada

• Language (string, optional):
  Select your preferred language:

  • 🇬🇧 en: English
  • 🇫🇷 fr: French

• Proxy Settings (object, optional):
  Default is set to no proxy. It's recommended to use DATACENTER proxies for long scraping sessions!

• Retry Attempts (integer, optional):
  Set the maximum number of retries for failed scrapes. Default: 3

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Is It Legal to Scrape Walmart?

Generally, scraping publicly available data like product descriptions, prices, and reviews is legal. However, always ensure you’re in compliance with Walmart’s terms of service.

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How Many Results Can Be Scraped?

The number of results depends on:

• Product availability: Items may not be available in the selected region.
• Proxies: Reliable proxies ensure uninterrupted scraping.

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Example Output

Here’s a sample of the data structure you can expect:

1{
2  "badges": [
3    {
4      "badgeType": "Custom",
5      "contentType": "REVIEW",
6      "id": "VerifiedPurchaser",
7      "glassBadge": {
8        "id": "VerifiedPurchaser",
9        "text": "Verified Purchase"
10      }
11    }
12  ],
13  "conditionGroupCode": null,
14  "condition": null,
15  "negativeFeedback": 0,
16  "positiveFeedback": 0,
17  "rating": 5.0,
18  "recommended": null,
19  "reviewId": "345442173",
20  "reviewSubmissionTime": "5/25/2024",
21  "reviewText": "Good tv it's big nice looks good sounds good. You only need wifi the tv has everything on the apps . I love it",
22  "reviewTitle": "Good purchase",
23  "reviewAspectStart": null,
24  "reviewAspectEnd": null,
25  "reviewSentimentStart": null,
26  "reviewSentimentEnd": null,
27  "snippetFromTitle": null,
28  "showRecommended": null,
29  "fulfilledBy": null,
30  "status": null,
31  "sellerName": "Walmart.com",
32  "clientResponses": null,
33  "userNickname": "SugaPearce",
34  "externalSource": "bazaarvoice",
35  "media": [
36    {
37      "id": "d6038ff1-700e-4a40-a86f-c6fb9df59dda",
38      "reviewId": "1886af53-0045-58af-b8cc-b7451eb54df1",
39      "mediaType": "IMAGE",
40      "normalUrl": "https://i5.walmartimages.com/dfw/6e29e393-d158/k2-_31de3255-971d-4748-8a36-f1bd9739db5e.v1.bin",
41      "thumbnailUrl": "https://i5.walmartimages.com/dfw/6e29e393-d158/k2-_31de3255-971d-4748-8a36-f1bd9739db5e.v1.bin?odnWidth=150&odnHeight=150&odnBg=ffffff",
42      "caption": null,
43      "rating": 5
44    }
45  ],
46  "photos": [],
47  "features": null,
48  "product": {
49    "name": "onn. 75” Class 4K UHD (2160P) LED Roku Smart Television (100044717)",
50    "canonicalUrl": "/ip/onn-75-Class-4K-UHD-2160P-LED-Frameless-Roku-Smart-Television-100044717/656435841",
51    "category": {
52      "path": [
53        {
54          "name": "Electronics",
55          "url": "/cp/electronics/3944"
56        },
57        {
58          "name": "TV & Home Theater",
59          "url": "/cp/tv-home-theater/1060825"
60        },
61        {
62          "name": "Smart TVs",
63          "url": "/cp/smart-tvs/1236349"
64        },
65        {
66          "name": "All Smart TVs",
67          "url": "/cp/all-smart-tvs/1229817"
68        }
69      ]
70    },
71    "sellerId": "F55CDC31AB754BB68FE0B39041159D63",
72    "sellerName": "Walmart.com",
73    "type": "Televisions"
74  }
75}