Walmart Search Scraper

Ultra-fast Walmart search results scraper - Extract product data from Walmart.com (USA) and Walmart.ca (Canada) with high efficiency. Designed for price tracking, inventory monitoring, and product research.

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🚀 Key Features

• Fast performance
• customized search
• Fast proxies included
• Smart Proxy rotation

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⚙️ Configuration Guide

Basic Settings

1{
2  "search": 
3  [
4    "smart tv", 
5    "https://www.walmart.com/search?q=coffee+machines",
6    "https://www.walmart.ca/en/search?q=smart+tv&facet=fulfillment_method_in_store%3AIn-store%7C%7Cretailer_type%3AWalmart&sort=price_low"  
7  ],
8  "limit": 2,
9  "region": "US",
10  "language": "en",
11  "proxy": {"useApifyProxy": false},
12  "retry": 3
13}

Input Parameters

Parameter	Type	Default	Description
search	Array	[]	URLs/search terms (e.g., "4K TVs")
limit	Number	1	Pages to scrape (1-60)
region	String	US	US or CA
language	String	en	en (English) / fr (French)
proxy	Object	None	Proxy configuration
retry	Number	3	Failed request retries

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📈 Practical Applications

1. Price trend analysis - Track competitor pricing
2. Stock monitoring - Detect inventory changes
3. Product catalog building - Create structured datasets
4. Variant tracking - Monitor size/color availability
5. Market research - Analyze product positioning

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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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❓ Frequently Asked Questions

Q: What data is collected?

A: Product titles, prices, SKUs, images, variants, seller info, and stock status.

Q: How many products per page?

A: Typically 40 products per search page.

Q: Proxy requirements?

A: Datacenter proxies recommended for extended runs.

Q: Export formats?

A: JSON, CSV, Excel via Apify's dataset system.

Q: International support?

A: Supports US and Canadian stores.

Q: Need more data?

A: Check out our Products Scraper and our Reviews Scraper.

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📋 Output Example

1{
2  "similarItems": false,
3  "id": "PRD2G4MT5ZU5YCH",
4  "usItemId": "6GGVVPM475Y9",
5  "name": "Samsung Direct Full Array QLED Display 4K UltraHD Smart TV - Q80B",
6  "brand": "Samsung",
7  "type": "VARIANT",
8  "shortDescription": "Samsung’s Q80B truly offers the best of both worlds with its fine spectrum of visual depth and immersive sound features. The Direct Full Array delivers elite contrast and depth even in the darkest or brightest of the scenes. Lose yourself in the glorious picture as the Quantum Processor 4K smartly reads the room and adapts the colours to suit your viewing needs. The realistic ambiance created by the cinematic sound of Dolby Atmos with real top speaker channels gives your content the perfect immersive touch. Conveniently explore your favourite shows, movies and content with Smart Hub. Enjoy the true wonders of a Smart TV with the new Q80B",
9  "weightIncrement": 1,
10  "topResult": null,
11  "additionalOfferCount": null,
12  "availabilityInNearbyStore": null,
13  "itemBeacon": null,
14  "imageInfo": {
15    "id": null,
16    "name": null,
17    "thumbnailUrl": "https://i5.walmartimages.com/asr/0e4b5c6e-2ee9-435e-85ad-832feff3f958.3b6f4ee6964ec929792d08b3fe42dd75.jpeg?odnHeight=450&odnWidth=450&odnBg=ffffff",
18    "size": null,
19    "allImages": [
20      {
21        "id": null,
22        "url": "https://i5.walmartimages.com/asr/0e4b5c6e-2ee9-435e-85ad-832feff3f958.3b6f4ee6964ec929792d08b3fe42dd75.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
23        "type": null
24      },
25      {
26        "id": null,
27        "url": "https://i5.walmartimages.com/asr/eec7d8ae-bbd9-48be-a307-d711c979bdc1.1e8b5e0aa6286c49ae820836ebd6548d.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
28        "type": null
29      },
30      {
31        "id": null,
32        "url": "https://i5.walmartimages.com/asr/c20b2174-84a1-4a3d-a551-90f2ef4b95ca.c3a1fe26c4f9e658636b5c3174393dd7.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
33        "type": null
34      },
35      {
36        "id": null,
37        "url": "https://i5.walmartimages.com/asr/9b94eb82-fa2e-461a-97ee-4c934ee665b6.07d6532aa93420092a2a07ef7fed00f5.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
38        "type": null
39      },
40      {
41        "id": null,
42        "url": "https://i5.walmartimages.com/asr/77faf3a8-deac-4f3f-a1e2-d91303b25183.3837a8309df8fb1649b2df667c8c26d0.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
43        "type": null
44      },
45      {
46        "id": null,
47        "url": "https://i5.walmartimages.com/asr/9a08de9a-617b-42db-b3bc-c21fb516d2ef.a8512f07cc414eb498d279ed6313c5a8.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
48        "type": null
49      },
50      {
51        "id": null,
52        "url": "https://i5.walmartimages.com/asr/63277a2a-f112-472f-afb3-86ff50f38577.cace8548c2ff2528674abe58167dfff4.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
53        "type": null
54      },
55      {
56        "id": null,
57        "url": "https://i5.walmartimages.com/asr/1ff65307-38ec-4500-82b5-83dbd42be667.55ebe3b258bdf8df63ccb7753f80a998.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
58        "type": null
59      },
60      {
61        "id": null,
62        "url": "https://i5.walmartimages.com/asr/7013658b-7135-4073-a7c1-940f5fb1d78f.5bcf553b09b8cc47549e6e3a1ffdddcb.jpeg?odnHeight=2000&odnWidth=2000&odnBg=ffffff",
63        "type": null
64      }
65    ]
66  },
67  "aspectInfo": null,
68  "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/6GGVVPM475Y9",
69  "externalInfo": null,
70  "itemType": null,
71  "category": {
72    "path": [
73      {
74        "name": "Electronics",
75        "url": "/en/cp/electronics/10003"
76      },
77      {
78        "name": "TV & Video",
79        "url": "/en/browse/electronics/tv-video/10003_6000188523177"
80      },
81      {
82        "name": "TVs",
83        "url": "/en/browse/electronics/tv-video/tvs/10003_6000188523177_20049"
84      },
85      {
86        "name": "60 inch - 69 inch TVs",
87        "url": "/en/browse/electronics/tv-video/tvs/60-inch-69-inch-tvs/10003_6000188523177_20049_30607"
88      }
89    ]
90  },
91  "returnPolicy": {
92    "returnable": true,
93    "freeReturns": false,
94    "returnWindow": {
95      "value": 30,
96      "unitType": "Day"
97    },
98    "returnPolicyText": null
99  },
100  "discounts": null,
101  "badges": {
102    "flags": [],
103    "tags": [],
104    "groups": [],
105    "groupsV2": null
106  },
107  "classType": "Regular",
108  "averageRating": 4.1021,
109  "numberOfReviews": 676,
110  "esrb": null,
111  "mediaRating": null,
112  "salesUnitType": "EACH",
113  "sellerId": "85010BC1377045F0B996D7A56DCD2E44",
114  "sellerName": "DealWiz",
115  "hasSellerBadge": false,
116  "isEarlyAccessItem": false,
117  "preEarlyAccessEvent": false,
118  "earlyAccessEvent": false,
119  "blitzItem": null,
120  "annualEvent": false,
121  "annualEventV2": null,
122  "availabilityStatusV2": {
123    "display": "Out of stock",
124    "value": "OUT_OF_STOCK"
125  },
126  "addOnServices": null,
127  "productLocation": null,
128  "fulfillmentSpeed": null,
129  "offerId": "7A0BCB56875C448B8C134227439432F3",
130  "preOrder": {
131    "isPreOrder": false,
132    "preOrderMessage": null,
133    "preOrderStreetDateMessage": null,
134    "streetDate": null,
135    "streetDateDisplayable": null,
136    "streetDateType": null,
137    "releaseDate": null
138  },
139  "pac": null,
140  "fulfillmentSummary": null,
141  "priceInfo": {
142    "priceRange": null,
143    "currentPrice": {
144      "price": 841,
145      "priceString": "$841",
146      "variantPriceString": "$841",
147      "priceType": "",
148      "currencyUnit": "CAD",
149      "priceDisplay": null
150    },
151    "comparisonPrice": null,
152    "wasPrice": null,
153    "unitPrice": null,
154    "listPrice": null,
155    "savingsAmount": {
156      "amount": null,
157      "percent": null,
158      "priceString": null
159    },
160    "shipPrice": null,
161    "subscriptionPrice": null,
162    "priceDisplayCodes": {
163      "priceDisplayCondition": null,
164      "finalCostByWeight": false,
165      "submapType": null,
166      "isB2BPrice": false
167    },
168    "wPlusEarlyAccessPrice": null,
169    "subscriptionDualPrice": null,
170    "subscriptionPercentage": null
171  },
172  "variantCriteria": [
173    {
174      "name": "screensize",
175      "type": "DROPDOWN",
176      "id": null,
177      "displayName": null,
178      "isVariantTypeSwatch": false,
179      "isVariantTypeAllowed": false,
180      "variantList": [
181        {
182          "id": "screensize-75in",
183          "images": null,
184          "name": "75 in",
185          "rank": 0,
186          "displayName": null,
187          "swatchImageUrl": null,
188          "availabilityStatus": "NOT_AVAILABLE",
189          "products": [
190            "3ASO2D6N6WS3"
191          ],
192          "selectedProduct": {
193            "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/3ASO2D6N6WS3",
194            "usItemId": "3ASO2D6N6WS3"
195          }
196        },
197        {
198          "id": "screensize-65in",
199          "images": null,
200          "name": "65 in",
201          "rank": 0,
202          "displayName": null,
203          "swatchImageUrl": null,
204          "availabilityStatus": "NOT_AVAILABLE",
205          "products": [
206            "2GBRUZOG2EH3"
207          ],
208          "selectedProduct": {
209            "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/2GBRUZOG2EH3",
210            "usItemId": "2GBRUZOG2EH3"
211          }
212        },
213        {
214          "id": "screensize-55in",
215          "images": null,
216          "name": "55 in",
217          "rank": 0,
218          "displayName": null,
219          "swatchImageUrl": null,
220          "availabilityStatus": "NOT_AVAILABLE",
221          "products": [
222            "6GGVVPM475Y9"
223          ],
224          "selectedProduct": {
225            "canonicalUrl": "/en/ip/Samsung-Direct-Full-Array-QLED-Display-4K-UltraHD-Smart-TV-Q80B/6GGVVPM475Y9",
226            "usItemId": "6GGVVPM475Y9"
227          }
228        }
229      ]
230    }
231  ],
232  "snapEligible": false,
233  "fulfillmentTitle": null,
234  "fulfillmentType": "MARKETPLACE",
235  "manufacturerName": "SAMSUNG",
236  "sponsoredProduct": null,
237  "rewards": null,
238  "promoDiscount": null,
239  "arExperiences": null,
240  "eventAttributes": null,
241  "subscription": {
242    "subscriptionEligible": false,
243    "showSubscriptionCTA": false
244  },
245  "hasCarePlans": null,
246  "petRx": null,
247  "vision": null,
248  "showExploreOtherConditionsCTA": null,
249  "isPreowned": null,
250  "pglsCondition": null,
251  "newConditionProductId": null,
252  "preownedCondition": null,
253  "keyAttributes": null,
254  "mhmdFlag": false,
255  "seeSimilar": null
256}

Other Scrapers

Looking for more data extraction tools? Check out these powerful scrapers:

• Amazon Reviews Extractor – Get up to 500 review per product with our fast, cusmized and affordable scraper.
• Walmart Product Extractor – Quickly scrape Walmart product details, including prices, reviews, SKUs, stock levels, and more!
• Walmart Reviews Scraper – Collect all available Walmart product reviews, including ratings, timestamps, and customer feedback.

🚀 Choose the right tool for your needs and start scraping now!

Version: 0.1 | Maintainer: WebWander
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