Search

Learn how to get Walmart search results using the Web Scraper API. Find out more about its request parameters and structured data output.

The walmart_search source is designed to retrieve Walmart search result pages. We can return the HTML for any Walmart page you like. Additionally, we can deliver structured (parsed) output for Walmart search pages.

Request samples

The example below illustrates how you can get a parsed Walmart search page result.

curl 'https://realtime.oxylabs.io/v1/queries' \
--user 'USERNAME:PASSWORD' \
-H 'Content-Type: application/json' \
-d '{
        "source": "walmart_search", 
        "query": "iphone", 
        "parse": true
    }'

import requests
from pprint import pprint


# Structure payload.
payload = {
    'source': 'walmart_search',
    'query': 'iphone',
    'parse': True,
}

# Get response.
response = requests.request(
    'POST',
    'https://realtime.oxylabs.io/v1/queries',
    auth=('USERNAME', 'PASSWORD'),
    json=payload,
)

# Instead of response with job status and results url, this will return the
# JSON response with the result.
pprint(response.json())

const https = require("https");

const username = "USERNAME";
const password = "PASSWORD";
const body = {
    source: "walmart_search",
    query: "iphone",
    parse: true,
};

const options = {
    hostname: "realtime.oxylabs.io",
    path: "/v1/queries",
    method: "POST",
    headers: {
        "Content-Type": "application/json",
        Authorization:
            "Basic " + Buffer.from(`${username}:${password}`).toString("base64"),
    },
};

const request = https.request(options, (response) => {
    let data = "";

    response.on("data", (chunk) => {
        data += chunk;
    });

    response.on("end", () => {
        const responseData = JSON.parse(data);
        console.log(JSON.stringify(responseData, null, 2));
    });
});

request.on("error", (error) => {
    console.error("Error:", error);
});

request.write(JSON.stringify(body));
request.end();

<?php

$params = array(
    'source' => 'walmart_search',
    'query' => 'iphone',
    'parse' => true
);

$ch = curl_init();

curl_setopt($ch, CURLOPT_URL, "https://realtime.oxylabs.io/v1/queries");
curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1);
curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($params));
curl_setopt($ch, CURLOPT_POST, 1);
curl_setopt($ch, CURLOPT_USERPWD, "USERNAME" . ":" . "PASSWORD");

$headers = array();
$headers[] = "Content-Type: application/json";
curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);

$result = curl_exec($ch);
echo $result;

if (curl_errno($ch)) {
    echo 'Error:' . curl_error($ch);
}
curl_close($ch);

package main

import (
	"bytes"
	"encoding/json"
	"fmt"
	"io/ioutil"
	"net/http"
)

func main() {
	const Username = "USERNAME"
	const Password = "PASSWORD"

	payload := map[string]interface{}{
		"source":       "walmart_search",
		"query":        "iphone",
		"parse":        true,
	}

	jsonValue, _ := json.Marshal(payload)

	client := &http.Client{}
	request, _ := http.NewRequest("POST",
		"https://realtime.oxylabs.io/v1/queries",
		bytes.NewBuffer(jsonValue),
	)

	request.SetBasicAuth(Username, Password)
	response, _ := client.Do(request)

	responseText, _ := ioutil.ReadAll(response.Body)
	fmt.Println(string(responseText))
}

using System;
using System.Collections.Generic;
using System.Net.Http;
using System.Net.Http.Json;
using System.Threading.Tasks;

namespace OxyApi
{
    class Program
    {
        static async Task Main()
        {
            const string Username = "USERNAME";
            const string Password = "PASSWORD";

            var parameters = new {
                source = "walmart_search",
                query = "iphone",
                parse = true
            };

            var client = new HttpClient();

            Uri baseUri = new Uri("https://realtime.oxylabs.io");
            client.BaseAddress = baseUri;

            var requestMessage = new HttpRequestMessage(HttpMethod.Post, "/v1/queries");
            requestMessage.Content = JsonContent.Create(parameters);

            var authenticationString = $"{Username}:{Password}";
            var base64EncodedAuthenticationString = Convert.ToBase64String(System.Text.ASCIIEncoding.UTF8.GetBytes(authenticationString));
            requestMessage.Headers.Add("Authorization", "Basic " + base64EncodedAuthenticationString);

            var response = await client.SendAsync(requestMessage);
            var contents = await response.Content.ReadAsStringAsync();

            Console.WriteLine(contents);
        }
    }
}

package org.example;

import okhttp3.*;
import org.json.JSONObject;
import java.util.concurrent.TimeUnit;

public class Main implements Runnable {
    private static final String AUTHORIZATION_HEADER = "Authorization";
    public static final String USERNAME = "USERNAME";
    public static final String PASSWORD = "PASSWORD";

    public void run() {
        JSONObject jsonObject = new JSONObject();
        jsonObject.put("source", "walmart_search");
        jsonObject.put("query", "iphone");
        jsonObject.put("parse", true);

        Authenticator authenticator = (route, response) -> {
            String credential = Credentials.basic(USERNAME, PASSWORD);
            return response
                    .request()
                    .newBuilder()
                    .header(AUTHORIZATION_HEADER, credential)
                    .build();
        };

        var client = new OkHttpClient.Builder()
                .authenticator(authenticator)
                .readTimeout(180, TimeUnit.SECONDS)
                .build();

        var mediaType = MediaType.parse("application/json; charset=utf-8");
        var body = RequestBody.create(jsonObject.toString(), mediaType);
        var request = new Request.Builder()
                .url("https://realtime.oxylabs.io/v1/queries")
                .post(body)
                .build();

        try (var response = client.newCall(request).execute()) {
            if (response.body() != null) {
                try (var responseBody = response.body()) {
                    System.out.println(responseBody.string());
                }
            }
        } catch (Exception exception) {
            System.out.println("Error: " + exception.getMessage());
        }

        System.exit(0);
    }

    public static void main(String[] args) {
        new Thread(new Main()).start();
    }
}

We use synchronous Realtime integration method in our examples. If you would like to use Proxy Endpoint or asynchronous Push-Pull integration, refer to the integration methods section.

Request parameter values

Generic

Parameter

Description

Default Value

source

Sets the scraper.

walmart_search

query

The keyword or phrase to search for products.

min_price

Set the minimum price.

max_price

Set the maximum price.

sort_by

Select sorting of products. Available values are: price_low, price_high, best_seller, best_match.

best_match

render

Enables JavaScript rendering when set to html. More info.

parse

Returns parsed data when set to true.

false

callback_url

URL to your callback endpoint. More info.

user_agent_type

Device type and browser. The full list can be found here.

desktop

- mandatory parameter

Localization

Adapt results to specific stores, shipping locations, etc. Find the list in JSON format of Walmart Store IDs here:

7MB

walmart_nodes.json

Open

You can also find the official page of Walmart Stores here.

Parameter

Description

Type

domain

Domain localization for Walmart.

String

fulfillment_speed

Set the fulfillment speed. Available values are: today, 2_days, anytime, tomorrow.

String

fulfillment_type

Set the fulfillment type. Available values are: in_store.

String

delivery_zip

Set the shipping to location.

String

store_id

Set the store location.

String

If target store is too far away from the given postal code - we will attempt to use the postal code of the target store, otherwise the location will not be set properly. In the case we can't set the delivery_zip - Walmart will return their default results without store targeting.

Pagination

Parameter

Description

Default Value

start_page

Starting page number.

1

Structured data

In the following sections, parsed JSON code snippets are shortened where more than one item for the result type is available.

Walmart search page structured output

{
    "results": [
        {
            "content": {
                "url": "https://www.walmart.com/search?q=adidas",
                "facets": [
                    {
                        "type": "sort",
                        "values": [
                            {
                                "name": "Best Match"
                            },
                            {
                                "name": "Price Low"
                            },
                            {
                                "name": "Price High"
                            },
                            {
                                "name": "Best Seller"
                            }
                        ],
                        "display_name": "Sort by"
                    },
                    ...
                ],
                "results": [
                    {
                        "price": {
                            "price": 31.95,
                            "currency": "USD"
                        },
                        "rating": {
                            "count": 0,
                            "rating": 0
                        },
                        "seller": {
                            "id": "5027DF43EB634E91AEADF0D69DD4E009",
                            "name": "Revel Commerce"
                        },
                        "general": {
                            "pos": 13,
                            "url": "/ip/Adidas-Men-s-California-2-0-Crew-Neck-Short-Sleeve-Tee-T-Shirt/833623567?classType=VARIANT",
                            "image": "https://i5.walmartimages.com/seo/Adidas-Men-s-California-2-0-Crew-Neck-Short-Sleeve-Tee-T-Shirt_1b8e0b00-fdc7-4b88-99fb-9a633bf0227b_1.812a96a559770448397cd828ef1cf68b.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF",
                            "title": "Adidas Men's California 2.0 Crew Neck Short Sleeve Tee T-Shirt",
                            "sponsored": false,
                            "product_id": "833623567",
                            "out_of_stock": false,
                            "section_title": "Results for \"adidas\""
                        },
                        "variants": [
                            {
                                "url": "/ip/Adidas-Men-California-2-0-Tee-S-Black/524412260?classType=undefined&variantFieldId=actual_color",
                                "image": "https://i5.walmartimages.com/asr/f60cd6ff-41fd-484d-b76e-57f6022c2201.eedd632efbb4ce3803e9ef8306190aa3.jpeg?odnHeight=180&odnWidth=180&odnBg=ffffff",
                                "title": "Black/White",
                                "product_id": "524412260"
                            },
                            {
                                "url": "/ip/Adidas-Men-s-California-2-0-Crew-Neck-Short-Sleeve-Tee-T-Shirt/833623567?classType=undefined&variantFieldId=actual_color",
                                "image": "https://i5.walmartimages.com/asr/1b8e0b00-fdc7-4b88-99fb-9a633bf0227b_1.812a96a559770448397cd828ef1cf68b.jpeg?odnHeight=180&odnWidth=180&odnBg=ffffff",
                                "title": "White",
                                "product_id": "833623567"
                            }
                        ],
                        "fulfillment": {
                            "pickup": false,
                            "delivery": false,
                            "shipping": true,
                            "free_shipping": true
                        }
                    },
                    ...
                ],
                "location": {
                    "city": "Sacramento",
                    "state": "CA",
                    "zipcode": "95829",
                    "store_id": "3081"
                },
                "page_details": {
                    "page": 1,
                    "total_results": 11524,
                    "last_visible_page": 25
                },
                "parse_status_code": 12000
            },
            "created_at": "2024-10-16 09:57:40",
            "updated_at": "2024-10-16 09:57:46",
            "page": 1,
            "url": "https://www.walmart.com/search?q=adidas",
            "job_id": "7252256376867528705",
            "is_render_forced": false,
            "status_code": 200,
            "parser_type": "walmart_search_new"
        }
    ]
}

Output data dictionary

HTML example

JSON structure

The table below presents a detailed list of each search page element we parse, along with its description and data type. The table also includes some metadata.

Key

Description

Type

url

The search page URL.

string

facets

An array containing details of any available search facets (refinements) shown on the search result page.

array

results

Search page results.

array

results.general

An object with general product details.

object

results.price

An object with pricing details of the product.

object

results.rating

Object contains details on product rating.

object

results.seller

Object contains seller information.

object

results.variants (optional)

Array contains a list of product variants.

array

results.fulfillment

Object contains details on product fulfillment options.

object

location

Provides information on the location in which the request was run in.

object

page_details

Object contains data on search query result page.

object

parse_status_code

The status code of the parsing job. You can see the parser status codes described here.

integer

created_at

The timestamp when the scraping job was created.

timestamp

updated_at

The timestamp when the scraping job was finished.

timestamp

page

Page number from which the data was extracted

integer

url

The search page URL.

string

job_id

The ID of the job associated with the scraping job.

string

status_code

The status code of the scraping job. You can see the scraper status codes described here.

integer

is_render_forced

Identifies whether rendering has been forced for this request.

boolean

parser_type

Type of parser used for extracting the data (e.g., "walmart_search_new").

string

General

...
"general": {
    "pos": 1,
    "url": "/ip/Adidas-Men-s-California-2-0-Crew-Neck-Short-Sleeve-Tee-T-Shirt/833623567?classType=VARIANT",
    "image": "https://i5.walmartimages.com/seo/Adidas-Men-s-California-2-0-Crew-Neck-Short-Sleeve-Tee-T-Shirt_1b8e0b00-fdc7-4b88-99fb-9a633bf0227b_1.812a96a559770448397cd828ef1cf68b.jpeg?odnHeight=180&odnWidth=180&odnBg=FFFFFF",
    "title": "Adidas Men's California 2.0 Crew Neck Short Sleeve Tee T-Shirt",
    "sponsored": true,
    "product_id": "833623567",
    "out_of_stock": false,
    "section_title": "Results for \"adidas\""
},
...

Key (general)

Description

Type

pos

An indicator denoting the position of a given item within the section product is attributed to.

integer

url

The URL of the product.

string

image

The URL of the main product image.

string

title

Title or name of the product.

string

product_id

The ID of the product.

string

sponsored

Identifies if product is sponsored.

boolean

badge (optional)

Deal, popular pick, bestseller, 100+ bought since yesterday

list of strings

section_title

The name of the section which product is attributed to in the search page.

string

out_of_stock

Indicates if item is out of stock.

boolean

Price

...
"price": {
    "price": 1149.99,
    "currency": "USD",
    "price_min": 1149.99
    "price_max": 1399.00
},
...

Key (price)

Description

Type

price

The current price of the product without any deductions.

float

price_strikethrough(optional)

The strikethrough price is either a Was Price, a Bundle Price, or a List Price.

float

currency

The ISO 4217 three-letter code of the currency.

string

price_min(optional)

The minimum price of the product in the case of range pricing.

float

price_max(optional)

The maximum price of the product in the case of range pricing.

float

Rating

...
"rating": {
    "count": 428,
    "rating": 4.6
},
...

Key (rating)

Description

Type

rating

Average rating of the product.

float

count

Number of ratings for the product.

integer

Seller

Data not displayed visually.

Key (seller)

Description

Type

name

Name of the seller.

string

id

ID of the seller.

string

Variants

...
"variants": [
    {
        "url": "/ip/Apple-MacBook-Air-13-3-inch-Laptop-Gold-M1-Chip-8GB-RAM-256GB-storage/550880792?classType=undefined&variantFieldId=actual_color",
        "image": "https://i5.walmartimages.com/asr/a9857413-b9fa-4c8d-9f81-7ea4c93889a1.410fd3cb7fe36102bbe2d3dca32a8075.jpeg?odnHeight=180&odnWidth=180&odnBg=ffffff",
        "title": "Gold",
        "product_id": "550880792"
    },
    {
        "url": "/ip/Apple-MacBook-Air-13-3-inch-Laptop-Silver-M1-Chip-8GB-RAM-256GB-storage/715596133?classType=undefined&variantFieldId=actual_color",
        "image": "https://i5.walmartimages.com/asr/056c08d5-2d68-44f2-beb0-dd8a47e2f8e8.2a2a210657937c3c11b37df5be8fa4ad.jpeg?odnHeight=180&odnWidth=180&odnBg=ffffff",
        "title": "Silver",
        "product_id": "715596133"
    },
    {
        "url": "/ip/Apple-MacBook-Air-13-3-inch-Laptop-Space-Gray-M1-Chip-8GB-RAM-256GB-storage/609040889?classType=undefined&variantFieldId=actual_color",
        "image": "https://i5.walmartimages.com/asr/af1d4133-6de9-4bdc-b1c6-1ca8bd0af7a0.c0eb74c31b2cb05df4ed11124d0e255b.jpeg?odnHeight=180&odnWidth=180&odnBg=ffffff",
        "title": "Space Gray",
        "product_id": "609040889"
    }
],
...

Key (variants)

Description

Type

url

URL of the product variation.

string

title

The title of the product variation.

string

product_id

The Id of the product variation.

string

image

The image of the product variation.

string

Fulfillment

 ...
"fulfillment": {
    "pickup": true,
    "delivery": true,
    "shipping": true,
    "free_shipping": false
}
...

Key (fulfillment)

Description

Type

pickup

Indicates if the product is available to be fulfilled via in-store pickup.

boolean

delivery

Indicates if the product is available to be fulfilled via delivery from store.

Delivery comes from your local store, if available.

boolean

shipping

Indicates if the product is available to be fulfilled via home shipping.

boolean

free_shipping

Indicates if shipping is free of charge.

boolean

Facets

... 
"facets": [
    {
        "type": "sort",
        "values": [
            {
                "name": "Best Match"
            },
            {
                "name": "Price Low"
            },
            {
                "name": "Price High"
            },
            {
                "name": "Best Seller"
            }
        ],
        "display_name": "Sort by"
    },
...

Key (facets)

Description

Type

display_name

The display name of the facet (i.e. the user-facing name).

string

type

The facet type.

string

values

The facet values array shows the values of the given facet.

array

values.name

The facet value name.

string

values.item_count (optional)

The number of items available for the specific facet.

integer

Location

...
"location": {
    "city": "Sacramento",
    "state": "CA",
    "store_id": "8915",
    "zip_code": "95829"
},
...

Key (location)

Description

Type

city

The city the request was run on.

string

state

The state the request was run on.

string

zip_code

The zip code the request was run on.

string

store_id

The ID of the store that the request was run on.

string

Page details

 ...
"page_details": {
    "page": 1,
    "total_results": 11524,
    "last_visible_page": 25
},
...

Key (page_details)

Description

Key

total_results

The total number of search results shown as being available.

integer

last_visible_page

Last page number of search results.

integer

page

Page number from which the product data was extracted

integer

PreviousWalmart NextProduct

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hashtagRequest samples

hashtagRequest parameter values

hashtagGeneric

hashtagLocalization

hashtagPagination

hashtagStructured data

hashtagOutput data dictionary

hashtagHTML example

hashtagJSON structure

hashtagGeneral

hashtagPrice

hashtagRating

hashtagSeller

hashtagVariants

hashtagFulfillment

hashtagFacets

hashtagLocation

hashtagPage details

Request samples

Request parameter values

Generic

Localization

Pagination

Structured data

Output data dictionary

HTML example

JSON structure

General

Price

Rating

Seller

Variants

Fulfillment

Facets

Location

Page details