217+
- Build requests in any language
- Automate with schedulers and webhooks
- JSON, NDJSON, or CSV delivery
Wrangler Scraper API
Scrape Wrangler jeans, shirts, jackets, western wear and workwear for men, women and kids. Collect Wrangler data such as product title, description, brand, product category, category tree, item ID, variant ID, and product URL.
5K free records/month · Credit card not required
Trusted by 50,000+ customers worldwide
Available Wrangler scrapers
Pick a Wrangler scraper and call it. Every Wrangler scraper lists its output fields, delivery volume, and live success rate.
Explore thousands of production-ready scrapers
Pay only for successful results, no surprises – Proxies, unlocking, browsers and retries are built in.
#1
Ranked (by AIMultiple)
99.2%
Avg. success rate
100M+
Requests weekly
400M+
Proxy IPs built in
GDPR & CCPA
Compliant
Pricing
Wrangler Scraper API Pricing
Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.
Records per month: 5K
$/mo
$
per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
Get started
- Pay only for success, no hidden fees
- Start free with 5,000 monthly credits
- No upfront commitment, cancel anytime
- 24/7 expert support and enterprise features
We accept these payment methods:
Just want data? Skip scraping. Purchase a Wrangler dataset
How it works
From zero to Wrangler data in 3 steps
No proxies to configure, no infrastructure to manage. Pick, call, and receive.
-
Pick a scraper
Choose from the Wrangler scrapers above or create your own with AI in minutes.
-
Call the API
One API call with up to 5,000 target URLs. Python and Node.js SDKs, CLI, MCP server, or any HTTP client.
-
Get structured data
Receive clean, parsed Wrangler data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.
Scraper API Call
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mpe5at9t21h4305a86&format=json&uncompressed_webhook=true"
Response payload
[
{
"timestamp": "2026-10-15",
"url": "https:\/\/www.wrangler.com\/shop\/mens-cody-johnson-one-pocket-button-down-shirt-in-bluebell-plaid-112381551.html",
"item_id": "112381551",
"variant_id": "112381551",
"title": "Men\u0027s Cody Johnson One Pocket Button Down Shirt",
"description": "Look sharp while feeling ready for anything in our Cody Johnson One Pocket Button Down Shirt. Inspired and worn by CoJo ...",
"product_category": "MEN \u003E SHIRTS",
"category_tree": [
{
"name": "MEN",
"url": "https:\/\/www.wrangler.com\/shop\/men-clothing"
},
{
"name": "SHIRTS",
"url": "https:\/\/www.wrangler.com\/shop\/men-shirts"
}
]
},
{
"timestamp": "2026-10-15",
"url": "https:\/\/www.wrangler.com\/shop\/mens-wrangler-retro-long-sleeve-sawtooth-snap-pocket-western-shirt-in-rust-canyon-11238559...",
"item_id": "112385598",
"variant_id": "112385598",
"title": "Men\u0027s Wrangler Retro® Long Sleeve Sawtooth Snap Pocket Western Shirt",
"description": "CLASSIC WITH A CONTEMPORARY TWISTPaying tribute to our Western roots, the men\u0027s Wrangler Retro® long-sleeve sawtooth sna...",
"product_category": "MEN \u003E SHIRTS",
"category_tree": [
{
"name": "MEN",
"url": "https:\/\/www.wrangler.com\/shop\/men-clothing"
},
{
"name": "SHIRTS",
"url": "https:\/\/www.wrangler.com\/shop\/men-shirts"
}
]
},
{
"timestamp": "2026-10-15",
"url": "https:\/\/www.wrangler.com\/shop\/mens-thatcher-steel-toe-work-boot-in-saddle-tan-112396513.html",
"item_id": "112396513",
"variant_id": "112396513",
"title": "Men\u0027s Thatcher Steel-Toe Work Boot",
"description": "Shop the Men\u0027s Thatcher Steel-Toe Work Boot on Wrangler.com, the official website for Wrangler NEW and all your favorite...",
"product_category": "MEN \u003E FOOTWEAR",
"category_tree": [
{
"name": "MEN",
"url": "https:\/\/www.wrangler.com\/shop\/men-clothing"
},
{
"name": "FOOTWEAR",
"url": "https:\/\/www.wrangler.com\/shop\/men-footwear"
}
]
},
{
"timestamp": "2026-10-15",
"url": "https:\/\/www.wrangler.com\/shop\/womens-logo-canyon-crew-pullover-in-withered-rose-112380254.html",
"item_id": "112380254",
"variant_id": "112380254",
"title": "Women\u0027s Logo Canyon Crew Pullover",
"description": "Easygoing and designed for comfort, the Women\u0027s Logo Canyon Pullover will be your go-to when cooler days arrive. Finishe...",
"product_category": "WOMEN \u003E JACKETS \u0026 OUTERWEAR",
"category_tree": [
{
"name": "WOMEN",
"url": "https:\/\/www.wrangler.com\/shop\/women-clothing"
},
{
"name": "JACKETS \u0026 OUTERWEAR",
"url": "https:\/\/www.wrangler.com\/shop\/women-jackets-outerwear"
}
]
},
{
"timestamp": "2026-10-15",
"url": "https:\/\/www.wrangler.com\/shop\/wrangler-riggs-workwear-relaxed-henley-in-green-112375080.html",
"item_id": "112375080",
"variant_id": "112375080",
"title": "Wrangler RIGGS Workwear® Relaxed Henley",
"description": "Comfort that lasts. Durability you can trust. The Wrangler® RIGGS Workwear® Long Sleeve Henley is built for long days on...",
"product_category": "MEN \u003E SHIRTS",
"category_tree": [
{
"name": "MEN",
"url": "https:\/\/www.wrangler.com\/shop\/men-clothing"
},
{
"name": "SHIRTS",
"url": "https:\/\/www.wrangler.com\/shop\/men-shirts"
}
]
}
]World's #1 scraping platform
Everything you need, built in
You pay for results. Proxies, rendering, concurrency, and delivery are always included, on every plan.
Go straight to the source
Every request runs on Bright Data infrastructure. 400M+ IPs, unlocking and browsers are built in.
Scale to millions of pages instantly
Send unlimited concurrent requests - no infrastructure to manage, no configs to change.
Scrapers auto-fix when sites change
AI-powered self-healing detects site changes and repairs scrapers. Your pipelines keep running.
Thousands of verified scrapers
Every scraper is built, tested, and maintained by Bright Data. No community guesswork.
Pay per result, nothing extra
One price per record . Proxies, retries, rendering, unblocking - all included, no surprises.
Compliant and fully supported
GDPR & CCPA compliant. 24/7 human support on every plan, including free.
Choose your path
Start collecting Wrangler data in minutes
Call the API from code, click through the control panel, or hand it to your AI agent.
Use cases
Wrangler data scraping use cases
Real-time Wrangler intelligence for your business.
Apparel range mapping
Category tree
Product category
Title
Fit and size variants
Variant ID
Item ID
Title
Collection tracking
Title
Product category
URL
Fabric and fit research
Description
Title
Product category
Compare Bright Data to others
Web Scraper API vs other providers
Capability
Bright Data
Other scraping providers
Auto-scaling infrastructure
Unlimited
Partial
Anti-bot & CAPTCHA bypass
Built-in
Partial
Residential proxy network
400M+ IPs
Limited pool
Pre-built scrapers
1,400+
50–200
Auto-maintenance (site changes)
24/7
Depends on who built it
Pricing model
One all-in price per record
Compute, proxy, and storage metered separately
Failed requests
Free, pay only for success
Often billed
Custom sites (no pre-built scraper)
AI builds it in minutes, self-healing included
Community-built scrapers, no SLA
Compliance (GDPR, CCPA, SOC 2)
Full
Partial
Structured output (JSON/CSV)
Automatic
Support
24/7 experts, even on the free tier
Community forum
Free tier
5K records/mo
Varies
compliance
Leading the way in ethical web data collection
Only publicly available data. ISO 27001 certified, SOC 2 controls, GDPR & CCPA compliant. Every use case is reviewed by a dedicated Compliance & Ethics team, backed by a documented Know Your Customer process and Acceptable Use Policy.
Bright Data is used by world's top brands
Wrangler Scraper API FAQs
What is the Wrangler Scraper API?
The Wrangler Scraper API is a powerful tool designed to automate data extraction from the Wrangler website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Wrangler Scraper API work?
The Wrangler Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.
Is the Wrangler Scraper API compliant with data protection regulations?
Yes, the Wrangler Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.
Can I use the Wrangler Scraper API for competitive analysis?
Absolutely! The Wrangler Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Wrangler Scraper API with my existing systems?
The Wrangler Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.
Is there a free tier available for the Wrangler Scraper API?
Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Wrangler Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.
What happens when my free credits run out while using the Wrangler Scraper API?
When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.
To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.
What are the usage limits for the Wrangler Scraper API?
There are no specific usage limits for the Wrangler Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Wrangler Scraper API?
Yes, we offer dedicated support for the Wrangler Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.
What delivery methods are available?
Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.
What file formats are available?
JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).
Can AI agents use the Wrangler Scraper API?
Yes. Connect any agent through the hosted MCP server, point a coding agent at brightdata.com/SKILL.md to set itself up, or use the CLI. Agents authenticate once with browser OAuth and can run any of the Wrangler scrapers.