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A powerful web data infrastructure built to power AI models, applications, and agents.
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High-speed, low-latency proxies for uninterrupted video data scraping.
Video Data Scraper
Extract video and metadata at scale, seamlessly integrate with cloud platforms and OSS.
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SERP API
Get accurate and in real-time results sourced from Google, Bing, and more.
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Execute scripts in stealth browsers with full rendering and automation
Web Unlocker
No blocks, no CAPTCHAs—unlock websites seamlessly at scale.
Dataset
Get instant access to ready-to-use datasets from popular domains.
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Bid farewell to CAPTCHAs and anti-scraping, scrape public sites effortlessly.
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Walmart Scraper API
Access real-time Walmart product data (120+ fields) — IDs, names, prices, discounts, categories, brands, images, specs, reviews, ratings, best-sellers — with smart CAPTCHA and IP-block handling.
No servers to build or code to maintain
Pay only for successful results
Batch requests — up to 10K URLs
Structured delivery: JSON, CSV, XLSX
*This scraper is part of Web Scraper API.
Walmart crawling methods
API Scraping
Call the API to start scraping specific data from Walmart.
Build your request with our API
Large-scale web scraping via API, supports 9 programming languages.Functional automation
Create a custom scraping scheduler tailored to your specific requirements.Data delivery
Automatically deliver scraped data to your designated cloud storage service.No-Code Scraping
Directly scrape specific data from Walmart using the dashboard panel.
Dashboard-based scraping tool
The entire process is managed within our [Dashboard - Web Scraper] control panel.Flexible & user-friendly
Configure targets and start scraping instantly with scheduled tasks for automated collection.Retrieve results
Download output files directly from the [Dashboard - Tasks].Available Walmart Scrapers
No need to develop or maintain infrastructure—just focus on large-scale web data extraction. The Web Scraper API ensures scalability and reliability.
Walmart product data scraper
Extract Walmart product information, including URL, product ID, name, price, discount, currency, category, brand, images, specifications, reviews, details, rating, ingredients, variants, sellers, and more.
Scraping method:
URL
Category URL
SKU
Keyword
Walmart review data scraper
Retrieve Walmart review information, including URL, product name, review target, rating, star rating, review title, review content, and more.
Scraping method:
URL
Need more Walmart scraping tools?
Contact our technical experts to get customized data scraping solutions.
Code examples
Retrieve Walmart product information in seconds with a simple API call.
Input
Shell
1
curl -X POST "https://scraperapi.thordata.com/builder" ^
2
-H "Authorization: Bearer Token-ID" ^
3
-H "Content-Type: application/x-www-form-urlencoded" ^
4
-d "spider_name=walmart.com" ^
5
-d "spider_id=walmart_product_by-url" ^
6
-d "spider_parameters=[{"url": "https://www.walmart.com/ip/Starburst-Pink-Yellow-Mix-Chewy-Fruit-Candy-3-lbs-Original-Strawberry-Lemon-Soft-Chew-Candies-Bulk-Family-Size-Assortment-Pack-Individually-Wrapped-4/1016450755?adsRedirect=true","all_variations": "false"}]" ^
7
-d "spider_errors=true" ^
8
-d "file_name={{TasksID}}"
Output
JSON
1
[
2
{
3
"zpid": "2075584248",
4
"city": "Grosse Ile",
5
"state": "MI",
6
"homeStatus": null,
7
"address": {
8
"streetAddress": "10015 Groh Rd",
9
"city": "Grosse Ile",
10
"state": "MI",
11
"zipcode": "48138",
12
"__typename": "Address",
13
"neighborhood": null
14
},
15
"isListingClaimedByCurrentSignedInUser": null,
16
"isCurrentSignedInAgentResponsible": null,
17
"bedrooms": null,
18
"bathrooms": null,
19
"price": null,
20
"yearBuilt": null,
21
"streetAddress": "10015 Groh Rd",
22
"zipcode": "48138",
23
"isCurrentSignedInUserVerifiedOwner": null,
24
"isVerifiedClaimedByCurrentSignedInUser": null,
25
"listingDataSource": null,
26
"longitude": -83.169335,
27
"latitude": 42.107437,
28
"hasBadGeocode": null,
29
"streetViewMetadataUrlMediaWallLatLong": "https://maps.googleapis.com/maps/api/streetview/metadata?location=42.107437,-83.169335&key=AIzaSyD43f8iyDApUsUWNQ0kq74IHnknMgeCWm4&source=outdoor&signature=X4wMcf4iz7gA3R4yflFBXmzYQOw=",
30
"streetViewMetadataUrlMediaWallAddress": "https://maps.googleapis.com/maps/api/streetview/metadata?location=10015%20Groh%20Rd%2C%20Grosse%20Ile%2C%20MI%2048138&key=AIzaSyD43f8iyDApUsUWNQ0kq74IHnknMgeCWm4&source=outdoor&signature=rbDfli3ZtMtcvt2C7ygs5iOL5rg=",
31
"streetViewServiceUrl": null,
32
"livingArea": null,
33
"homeType": null,
34
"lotSize": null,
35
"lotAreaValue": null,
36
"lotAreaUnits": null,
37
"livingAreaValue": null,
38
"livingAreaUnitsShort": null,
39
"isUndisclosedAddress": null,
40
"zestimate": null,
41
"rentZestimate": null,
42
"currency": "USD",
43
"hideZestimate": null,
44
"dateSoldString": null,
45
"taxAssessedValue": null,
46
"taxAssessedYear": null,
47
"country": "USA",
48
"propertyTaxRate": null,
49
"photoCount": 5,
50
"isPremierBuilder": null,
51
"isZillowOwned": null,
52
"ssid": null,
53
"hdpUrl": null,
54
"tourViewCount": null,
55
"hasPublicVideo": null,
56
"lastSoldPrice": null,
57
"livingAreaUnits": null,
58
"hasApprovedThirdPartyVirtualTourUrl": null,
59
"streetViewTileImageUrlMediumLatLong": null,
60
"isNonOwnerOccupied": null,
61
"zestimateMinus30": null,
62
"restimateMinus30": null,
63
"zestimateLowPercent": null,
64
"zestimateHighPercent": null,
65
"restimateLowPercent": null,
66
"restimateHighPercent": null,
67
"description": "Come experience island living at its best in the Huron River Grosse Ile apartments! \n\nWake up to canal views, and step into modern interiors with fresh paint, modern fixtures, and a mix of hardwood and carpet flooring. Kitchens feature stylish cabinetry, and bathrooms boast large vanities. \n\nAlso enjoy the convenience of online applications, rental payments, and maintenance requests.\n\nDon't miss out call today to schedule a tour and make these apartments your home!\n\nSorry; No pets allowed.",
68
"parcelId": null,
69
"taxHistory": null,
70
"priceHistory": null,
71
"nearbyHomes": null,
72
"schools": null,
73
"totalCount": null,
74
"mortgageRates": null,
75
"isInstantOfferEnabled": null,
76
"zillowOfferMarket": null,
77
"isRentalListingOffMarket": null,
78
"nearbyCities": [
79
{
80
"buildingSearchUrl": {
81
"path": "/grosse-ile-mi/apartments/",
82
"__typename": "UrlObjectType"
83
},
84
"name": "Grosse Ile",
85
"__typename": "Region"
86
},
87
{
88
"buildingSearchUrl": {
89
"path": "/trenton-mi/apartments/",
90
"__typename": "UrlObjectType"
91
},
92
"name": "Trenton",
93
"__typename": "Region"
94
},
95
{
96
"buildingSearchUrl": {
97
"path": "/riverview-mi/apartments/",
98
"__typename": "UrlObjectType"
99
},
100
"name": "Riverview",
101
"__typename": "Region"
102
}
103
],
104
"nearbyNeighborhoods": [
105
{
106
"buildingSearchUrl": {
107
"path": "/ojibway-windsor-on/apartments/",
108
"__typename": "UrlObjectType"
109
},
110
"name": "Ojibway",
111
"__typename": "Region"
112
},
113
{
114
"buildingSearchUrl": {
115
"path": "/boynton-detroit-mi/apartments/",
116
"__typename": "UrlObjectType"
117
},
118
"name": "Boynton",
119
"__typename": "Region"
120
},
121
{
122
"buildingSearchUrl": {
123
"path": "/malden-windsor-on/apartments/",
124
"__typename": "UrlObjectType"
125
},
126
"name": "Malden",
127
"__typename": "Region"
128
},
129
{
130
"buildingSearchUrl": {
131
"path": "/tipping-point-taylor-mi/apartments/",
132
"__typename": "UrlObjectType"
133
},
134
"name": "Tipping Point",
135
"__typename": "Region"
136
},
137
{
138
"buildingSearchUrl": {
139
"path": "/oakwood-heights-detroit-mi/apartments/",
140
"__typename": "UrlObjectType"
141
},
142
"name": "Oakwood Heights",
143
"__typename": "Region"
144
}
145
],
146
"nearbyZipcodes": [
147
{
148
"buildingSearchUrl": {
149
"path": "/grosse-ile-mi-48138/apartments/",
150
"__typename": "UrlObjectType"
151
},
152
"name": "48138",
153
"__typename": "Region"
154
},
155
{
156
"buildingSearchUrl": {
157
"path": "/brownstown-mi-48183/apartments/",
158
"__typename": "UrlObjectType"
159
},
160
"name": "48183",
161
"__typename": "Region"
162
},
163
{
164
"buildingSearchUrl": {
165
"path": "/brownstown-mi-48193/apartments/",
166
"__typename": "UrlObjectType"
167
},
168
"name": "48193",
169
"__typename": "Region"
170
}
171
],
172
"abbreviatedAddress": null,
173
"daysOnZillow": null,
174
"rentalApplicationsAcceptedType": null,
175
"brokerageName": null,
176
"propertyTypeDimension": null,
177
"hdpTypeDimension": null,
178
"timeZone": null,
179
"tourEligibility": null,
180
"virtualTourUrl": null,
181
"selfTour": null,
182
"photos": [
183
{
184
"caption": null,
185
"mixedSources": {
186
"webp": [
187
{
188
"url": "https://photos.zillowstatic.com/fp/70bdea3ca16b0b4bc80d309b31234690-cc_ft_384.webp",
189
"width": 384,
190
"__typename": "ResponsiveImageSource"
191
},
192
{
193
"url": "https://photos.zillowstatic.com/fp/70bdea3ca16b0b4bc80d309b31234690-cc_ft_576.webp",
194
"width": 576,
195
"__typename": "ResponsiveImageSource"
196
},
197
{
198
"url": "https://photos.zillowstatic.com/fp/70bdea3ca16b0b4bc80d309b31234690-cc_ft_768.webp",
199
"width": 768,
200
"__typename": "ResponsiveImageSource"
201
}
202
],
203
"jpeg": [
204
{
205
"url": "https://photos.zillowstatic.com/fp/70bdea3ca16b0b4bc80d309b31234690-cc_ft_384.jpg",
206
"width": 384,
207
"__typename": "ResponsiveImageSource"
208
},
209
{
210
"url": "https://photos.zillowstatic.com/fp/70bdea3ca16b0b4bc80d309b31234690-cc_ft_576.jpg",
211
"width": 576,
212
"__typename": "ResponsiveImageSource"
213
},
214
{
215
"url": "https://photos.zillowstatic.com/fp/70bdea3ca16b0b4bc80d309b31234690-cc_ft_768.jpg",
216
"width": 768,
217
"__typename": "ResponsiveImageSource"
218
}
219
],
220
"__typename": "MultiImageSourceType"
221
},
222
"__typename": "Photo"
223
},
224
{
225
"caption": null,
226
"mixedSources": {
227
"webp": [
228
{
229
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_384.webp",
230
"width": 384,
231
"__typename": "ResponsiveImageSource"
232
},
233
{
234
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_576.webp",
235
"width": 576,
236
"__typename": "ResponsiveImageSource"
237
},
238
{
239
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_768.webp",
240
"width": 768,
241
"__typename": "ResponsiveImageSource"
242
},
243
{
244
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_960.webp",
245
"width": 960,
246
"__typename": "ResponsiveImageSource"
247
}
248
],
249
"jpeg": [
250
{
251
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_384.jpg",
252
"width": 384,
253
"__typename": "ResponsiveImageSource"
254
},
255
{
256
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_576.jpg",
257
"width": 576,
258
"__typename": "ResponsiveImageSource"
259
},
260
{
261
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_768.jpg",
262
"width": 768,
263
"__typename": "ResponsiveImageSource"
264
},
265
{
266
"url": "https://photos.zillowstatic.com/fp/adcdc5d0857b91e6369d84b9211d30fd-cc_ft_960.jpg",
267
"width": 960,
268
"__typename": "ResponsiveImageSource"
269
}
270
],
271
"__typename": "MultiImageSourceType"
272
},
273
"__typename": "Photo"
274
},
275
{
276
"caption": null,
277
"mixedSources": {
278
"webp": [
279
{
280
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_384.webp",
281
"width": 384,
282
"__typename": "ResponsiveImageSource"
283
},
284
{
285
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_576.webp",
286
"width": 576,
287
"__typename": "ResponsiveImageSource"
288
},
289
{
290
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_768.webp",
291
"width": 768,
292
"__typename": "ResponsiveImageSource"
293
},
294
{
295
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_960.webp",
296
"width": 960,
297
"__typename": "ResponsiveImageSource"
298
}
299
],
300
"jpeg": [
301
{
302
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_384.jpg",
303
"width": 384,
304
"__typename": "ResponsiveImageSource"
305
},
306
{
307
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_576.jpg",
308
"width": 576,
309
"__typename": "ResponsiveImageSource"
310
},
311
{
312
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_768.jpg",
313
"width": 768,
314
"__typename": "ResponsiveImageSource"
315
},
316
{
317
"url": "https://photos.zillowstatic.com/fp/20ad201bd36dd104de22568f8c4c7a16-cc_ft_960.jpg",
318
"width": 960,
319
"__typename": "ResponsiveImageSource"
320
}
321
],
322
"__typename": "MultiImageSourceType"
323
},
324
"__typename": "Photo"
325
},
326
{
327
"caption": null,
328
"mixedSources": {
329
"webp": [
330
{
331
"url": "https://photos.zillowstatic.com/fp/64c3a2a96050fae9d7418471bc6a4e38-cc_ft_384.webp",
332
"width": 384,
333
"__typename": "ResponsiveImageSource"
334
},
335
{
336
"url": "https://photos.zillowstatic.com/fp/64c3a2a96050fae9d7418471bc6a4e38-cc_ft_576.webp",
337
"width": 576,
338
"__typename": "ResponsiveImageSource"
339
},
340
{
341
"url": "https://photos.zillowstatic.com/fp/64c3a2a96050fae9d7418471bc6a4e38-cc_ft_768.webp",
342
"width": 768,
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"__typename": "ResponsiveImageSource"
344
},
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{
346
"url": "https://photos.zillowstatic.com/fp/64c3a2a96050fae9d7418471bc6a4e38-cc_ft_960.webp",
347
"width": 960,
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"__typename": "ResponsiveImageSource"
349
}
350
],
351
"jpeg": [
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{
353
"url": "https://photos.zillowstatic.com/fp/64c3a2a96050fae9d7418471bc6a4e38-cc_ft_384.jpg",
354
"width": 384,
355
"__typename": "ResponsiveImageSource"
356
},
357
{
358
"url": "https://photos.zillowstatic.com/fp/64c3a2a96050fae9d7418471bc6a4e38-cc_ft_576.jpg",
359
"width": 576,
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"__typename": "ResponsiveImageSource"
361
},
362
{
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"url": "https://photos.zillowstatic.com/fp/64c3a2a96050fae9d7418471bc6a4e38-cc_ft_768.jpg",
364
"width": 768,
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"__typename": "ResponsiveImageSource"
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}
367
],
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"__typename": "MultiImageSourceType"
369
},
370
"__typename": "Photo"
371
},
372
{
373
"caption": null,
374
"mixedSources": {
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"webp": [
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{
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"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_384.webp",
378
"width": 384,
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"__typename": "ResponsiveImageSource"
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},
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{
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"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_576.webp",
383
"width": 576,
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"__typename": "ResponsiveImageSource"
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},
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{
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"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_768.webp",
388
"width": 768,
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"__typename": "ResponsiveImageSource"
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},
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{
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"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_960.webp",
393
"width": 960,
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"__typename": "ResponsiveImageSource"
395
}
396
],
397
"jpeg": [
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{
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"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_384.jpg",
400
"width": 384,
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"__typename": "ResponsiveImageSource"
402
},
403
{
404
"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_576.jpg",
405
"width": 576,
406
"__typename": "ResponsiveImageSource"
407
},
408
{
409
"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_768.jpg",
410
"width": 768,
411
"__typename": "ResponsiveImageSource"
412
},
413
{
414
"url": "https://photos.zillowstatic.com/fp/f57c4ec8895d0cb9885ee45a2548564f-cc_ft_960.jpg",
415
"width": 960,
416
"__typename": "ResponsiveImageSource"
417
}
418
],
419
"__typename": "MultiImageSourceType"
420
},
421
"__typename": "Photo"
422
}
423
],
424
"resoFacts:sewer": null,
425
"resoFacts:waterSource": null,
426
"utilities": null,
427
"url": null,
428
"countyFIPS": null,
429
"countyID": null,
430
"dateSold": null,
431
"isFeatured": null,
432
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How the Walmart Scraper API works?
Intelligent IP rotation
Automatic CAPTCHA recognition
HTTP headers
Automatic webpage parsing
Customizable support
Walmart Scraper pricing
We accept these payment methods: 
Provide you with enterprise-level Walmart solutions.
Dedicated account manager
Custom structured files
Customized crawling platform
Flexible delivery schedule
Custom data fields
Custom data packages
What can our API do for you?
Streamline workflows, boost automation, and achieve new levels of efficiency.
Proxy management
ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.
AI-driven fingerprinting
Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.
CAPTCHA bypass
Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.
Bulk data extraction
Extract data from several pages at the same time with up to 10K URLs per request.
Multiple delivery options
Transfer data to Amazon S3, Snowflake, Webhooks, or other compatible storage, or access results via the API.
Scheduled scraping
Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.
Maintenance-free infrastructure
Get maximum control and flexibility without maintaining proxy and unblocking infrastructure.
Highly scalable
Easy integration, supports high-volume requests, and fully customizable.
24/7 support
Receive professional support in case of any questions or issues.
What our clients are saying?
Fast, accurate, impactful.
What do you like most about Thordata?
The Thordata team is friendly, professional, and attentive. They’re available 24/7 to solve any issues.What problems is Thordata solving, and how is it benefiting you?
I really appreciate their ability to clean scraped data, which saves our entire team a lot of time.
Anthony
Excellent data extraction accuracy at an affordable price.
What do you like most about Thordata?
They can deliver scraped data directly to me via Snowflake.What problems is Thordata solving, and how is it benefiting you?
Initially some data was missing, but the team quickly filled the gaps.
Richard
A powerful scraping tool.
What do you like most about Thordata?
Quickly retrieves the data I need.What problems is Thordata solving, and how is it benefiting you?
The Walmart scraper supports high customization. I love its flexible API, which makes integration into my projects easy.
Daniel
Want to learn more?
Contact our technical experts to discuss your data scraping needs.
Frequently asked questions
What is the Walmart Scraper API?
The Walmart Scraper API is a powerful data extraction tool that automatically collects data from Walmart. It helps users efficiently gather and process large-scale information to meet various business needs and data analysis scenarios.
How does the Walmart Scraper API work?
The API works by sending automated requests to Walmart, extracting the required data points, and returning them in a structured format. This ensures accurate and fast data collection.
Is the Walmart Scraper API compliant with data protection regulations?
Yes. The Walmart Scraper API fully complies with data protection laws such as GDPR and CCPA, ensuring that all data collection activities are ethical and legal.
How long does it take to deliver Walmart extraction results?
In most cases, the Walmart Scraper API can complete data extraction within 1 minute. For more information on scraping solutions, please contact your dedicated account manager.
How can I integrate the Walmart Scraper API with existing systems?
The API integrates seamlessly with a variety of platforms and tools. You can connect it to your existing data storage, CRM, or analytics tools to enhance data processing and support business decision-making.
What are the usage limits of the Walmart Scraper API?
There are no strict usage limits. The API can scale flexibly according to business needs. With prices as low as $0.001 per record, it provides a cost-effective solution for large-scale scraping projects.
Why are proxies important when scraping Walmart data?
Proxies are crucial for scraping Walmart because they keep the scraping tool anonymous, prevent IP blocks, allow access to geographically restricted content, and significantly improve scraping speed and stability.
Can the Walmart Scraper API automate repetitive scraping tasks?
Yes. The API includes a free scheduler feature that allows you to perform unattended data collection automatically.
Can the Walmart Scraper API be used for competitor analysis?
Absolutely! The API can collect competitor product information, price changes, customer reviews, and market trends, helping you understand competitors’ strengths and weaknesses, develop strategies, and stay ahead in the market.
Is there a free trial for Walmart data scraping?
Yes. The Walmart Scraper API offers a free trial. You can contact our sales team for more information to start scraping Walmart data at no cost.
More FAQs