100 free credits — no credit card required

Walmart Scraper API

Name: Walmart Data API
Brand: SocialCrawl
Availability: InStock

Walmart API: 5 endpoints covering product detail, up to 50 reviews per call, keyword search, category browsing, and every marketplace seller offering an item. Store-level pricing via ZIP, state, or store id, across walmart.com and walmart.ca. Same canonical product and review shapes as our Amazon and Google Shopping endpoints, so one parser covers all three.

Start for free View Documentation

TL;DR

The Walmart API by SocialCrawl returns Walmart data as structured JSON — 5 endpoints behind one x-api-key, from 5 credits per call. It shares one unified schema with 45 other platforms, so the same client code works everywhere.

Where to find SocialCrawl

Listed on MCP Registry Published on npm On skills.sh + ClawHub

Live demo

Try the Walmart API in your browser

Type a real handle, run a real request, see the JSON SocialCrawl returns. No signup, no key — same response shape you get in production.

Try the Walmart Product API

See real data before writing a single line

GET/v1/walmart/product

Endpoints

What data does the Walmart API return?

Every endpoint returns structured JSON in a unified envelope. Computed fields such as engagement rate and content category are included only where the endpoint supports them and the required source inputs are present.

Last updated July 2026

Maintained by the SocialCrawl team, reviewed July 2026

Productadvanced

Get a Walmart product by id

Guide API docs

Reviewsadvanced

Get Walmart product reviews

Guide API docs

Searchadvanced

Search Walmart products by keyword

Guide API docs

Categoryadvanced

Browse Walmart products in a category

Guide API docs

Offersadvanced

Get every seller offering a Walmart product

Guide API docs

What you get

What Walmart data can you get?

Every Walmart endpoint uses the same response envelope, so one parser handles the whole platform. These are fields returned by current public responses, subject to each endpoint's documented cache window.

Quickstart

How to scrape Walmart in 3 steps

No proxies, no headless browsers, no login sessions. Send one authenticated GET request and read structured JSON back.

1
Get a free API key
Create an account and copy your key from the dashboard. Signup includes 100 free credits, and no card is required.
2
Call the Product endpoint
Send a GET request with your key in the x-api-key header. Here is the full Walmart Product request:
```
curl -H "x-api-key: YOUR_API_KEY" \
  "https://www.socialcrawl.dev/v1/walmart/product?product_id=17835006350"
```
3
Read the unified JSON
The response comes back in the shared SocialCrawl schema. Where the endpoint supports them and the required source inputs are present, fields such as engagement_rate and content_category are filled in too. Your client can rely on the shared envelope while treating enriched fields as optional.

Requirements and limits

Everything you need to know before your first Walmart call.

Authentication: One API key, passed in the x-api-key request header. No OAuth flow, no app review, and no per-platform credentials to manage.
Pagination: List endpoints return a next_cursor and a has_more flag. Pass the cursor back to page through results, with the same contract on every platform.
Credits: Calls start at 5 credits and are deducted per request. Every account starts with 100 free credits, and credits never expire.
Rate limits: There are no artificial rate limits. Your credit balance is the only throttle, so you can run requests concurrently as fast as you need.

Pricing

How much does the Walmart API cost?

Simple credit-based pricing with no subscription. You pay per call, and the exact credit cost of every Walmart endpoint is listed below.

Endpoint	Credits per call
Product	5 credits
Reviews	5 credits
Search	5 credits
Category	5 credits
Offers	5 credits

Every account starts with 100 free credits, and no card is required.

At credit-pack pricing that works out to roughly £0.01 to £0.03 per call, and credits never expire.

Developer First

How do you scrape social media data in seconds?

The fastest social media scraping API for developers. Scrape profiles, posts, comments, and analytics from 46 platforms covering 10B+ monthly active users.

One schema, every platform

Query 46 platforms with identical response structures. Write your integration once.

Computed fields, not just scraped

When an endpoint supports these metrics and the source provides the required inputs, the normalized record includes engagement_rate, estimated_reach, content_category, and language — ready to use.

See your data before you code

Visual Data Explorer — paste any URL, get rich result cards, sortable tables, CSV export.

import requests

response = requests.get(
    'https://www.socialcrawl.dev/v1/tiktok/profile',
    params={'handle': 'charlidamelio'},
    headers={'x-api-key': 'sc_YOUR_API_KEY'}
)
data = response.json()

[ .JSON ]

{
  "success": true,
  "platform": "tiktok",
  "data": {
    "author": {
      "username": "charlidamelio",
      "followers": 152400000
    },
    "engagement": {
      "likes": 12400000000,
      "engagement_rate": 0.087
    },
    "metadata": {
      "language": "en",
      "content_category": "lifestyle"
    }
  }
}

+ 46 platforms

One API, 46 platforms

How does SocialCrawl handle 46 different platforms?

Social media scraping is hard. Schema normalization, authentication, rate limits, pagination — we handle it all before your data arrives.

One schema, every platform

Write once, query them all.

46 platforms return 46 different JSON shapes. We normalize every response into one consistent structure.

Ready-to-use metrics

Metrics ready before you ask.

Normalized records include supported metrics such as engagement rate, estimated reach, content category, and language when the required source inputs are available.

Consistent pagination

One cursor, every platform.

Every platform paginates differently. We give you one consistent cursor-based system.

Freshness you control

Fresh when it matters. Free on repeat.

Cache misses fetch current public data. Identical requests are cached for 2 to 30 minutes by data type and cost 0 credits on a hit; send Cache-Control: no-cache for a billed refresh.

Things you'll never build

Auth, proxies, and rate limits — handled.

Platform authentication, IP rotation, rate limit management — abstracted away. Just send a GET request.

Start for free

Reviews

What developers say

Rated 4.9 out of 5 from 200 developer reviews

The unified schema saved us weeks of integration work. One parser handles every platform.

Alex Chen, Full-Stack Developer

Our agents process social data from 46 platforms with zero platform-specific logic — one schema, end to end.

Sarah Kim, AI Engineer, AgentFlow

I paste an influencer's URL and get everything — followers, engagement rate, content categories — without touching code.

James Rivera, Marketing Director

We switched from building our own scrapers. SocialCrawl handles the hard stuff, we focus on insights.

Maria Santos, CTO, DataPulse

The computed fields alone — engagement_rate, estimated_reach, content_category — saved us an entire data pipeline.

David Park, Lead Data Scientist

Comparison

How does SocialCrawl compare to Walmart affiliate / partner feeds for Walmart data?

Same Walmart data, two very different paths. Auth, rate limits, schema, and cost — side by side.

Feature	SocialCrawl	Walmart affiliate / partner feeds
Access	API key, working in a minute	Partner application and approval
Customer reviews	Up to 50 per call with full text and photos	Not exposed
Marketplace seller offers	Every seller, price, and condition per item	Not exposed
Store-level pricing	ZIP, state, or store id	National catalogue only
Response shape	Same canonical product and review objects as Amazon and Google Shopping	Walmart-specific feed format

Access

SocialCrawl

API key, working in a minute