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Duluth Trading Scraper API
Scrape Duluth Trading workwear, outerwear, footwear and accessories built for trades. Collect Duluth Trading data such as product title, description, brand, product category, category tree, item ID, variant ID, and product URL.
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Duluth Trading Scraper API Pricing
Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.
- 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
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From zero to Duluth Trading data in 3 steps
-
Pick a scraper
Choose from the Duluth Trading 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.
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Get structured data
Receive clean, parsed Duluth Trading data in JSON, NDJSON, or CSV. Delivered via API, webhook, or cloud storage.
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.duluthtrading.com/s/DTC/womens-heirloom-gardening-7-short-overalls-25312.html?color=MQC","all_variations":true},{"url":"https://www.duluthtrading.com/s/DTC/bony-ass-comfy-gel-seat-cushion-30695.html","all_variations":true}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mosh42os1klvgfxlzp&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2026-10-22",
"url": "https:\/\/www.duluthtrading.com\/s\/DTC\/mens-duluthflex-fire-hose-relaxed-fit-5-pocket-pants-62752.html?color=DEK\u0026waist=38\u0026i...",
"item_id": "62752_DEK_38_30",
"variant_id": "62752_DEK_38_30",
"title": "Men\u0027s DuluthFlex Fire Hose Relaxed Fit 5-Pocket Pants",
"description": "Extreme logging calls for work pants that are not only tough but highly flexible. That’s why competitors at STIHL® TIMBE...",
"product_category": "Men \u003E Bottoms \u003E Pants",
"category_tree": [
{
"name": "Men",
"url": "https:\/\/www.duluthtrading.com\/men\/"
},
{
"name": "Bottoms",
"url": "https:\/\/www.duluthtrading.com\/men\/bottoms\/"
},
{
"name": "Pants",
"url": "https:\/\/www.duluthtrading.com\/men\/bottoms\/pants\/"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/www.duluthtrading.com\/s\/DTC\/mens-armachillo-crew-undershirt-94255.html?color=WHI\u0026size=4XL",
"item_id": "94255_WHI_4XL",
"variant_id": "94255_WHI_4XL",
"title": "Men\u0027s Armachillo Crew Undershirt WHITE 4XL",
"description": "Nothing steams you. It’s as if coolant runs in your veins. Or maybe it’s the cool-inducing effect of your Armachillo® Un...",
"product_category": "Men \u003E Underwear \u003E Undershirts",
"category_tree": [
{
"name": "Men",
"url": "https:\/\/www.duluthtrading.com\/men\/"
},
{
"name": "Underwear",
"url": "https:\/\/www.duluthtrading.com\/men\/underwear\/"
},
{
"name": "Undershirts",
"url": "https:\/\/www.duluthtrading.com\/men\/underwear\/undershirts\/"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/www.duluthtrading.com\/s\/DTC\/mens-dang-soft-pattern-bullpen-boxer-briefs-60847.html?color=DAO\u0026size=SM",
"item_id": "60847_DAO_SM",
"variant_id": "60847_DAO_SM",
"title": "Men\u0027s Dang Soft Pattern Bullpen Boxer Briefs DAO SM",
"description": "What makes Dang Soft® Pattern Bullpen Boxer Briefs so cirrus’ly comfortable? They’re made with amazing Tencel™ modal yar...",
"product_category": "Men \u003E Underwear \u003E Boxers \u0026 Briefs \u003E Boxer Briefs",
"category_tree": [
{
"name": "Men",
"url": "https:\/\/www.duluthtrading.com\/men\/"
},
{
"name": "Underwear",
"url": "https:\/\/www.duluthtrading.com\/men\/underwear\/"
},
{
"name": "Boxers \u0026 Briefs",
"url": "https:\/\/www.duluthtrading.com\/men\/underwear\/boxers-and-briefs\/"
},
{
"name": "Boxer Briefs",
"url": "https:\/\/www.duluthtrading.com\/men\/underwear\/boxers-and-briefs\/boxer-briefs\/"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/www.duluthtrading.com\/s\/DTC\/mens-t-shirt-flannel-standard-fit-shirt-30371.html?color=IRO\u0026size=LRG",
"item_id": "30371_IRO_LRG",
"variant_id": "30371_IRO_LRG",
"title": "Men\u0027s T-Shirt Flannel Standard Fit Shirt IRO LRG",
"description": "If your favorite flannel shirt and your comfiest t-shirt had a baby, this is the shirt they’d produce. The hearty knit f...",
"product_category": "Men \u003E Shirts \u003E Flannels",
"category_tree": [
{
"name": "Men",
"url": "https:\/\/www.duluthtrading.com\/men\/"
},
{
"name": "Shirts",
"url": "https:\/\/www.duluthtrading.com\/men\/shirts\/"
},
{
"name": "Flannels",
"url": "https:\/\/www.duluthtrading.com\/men\/shirts\/flannels\/"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/www.duluthtrading.com\/s\/DTC\/womens-buck-naked-high-cut-73515.html?color=PQJ\u0026size=LRG",
"item_id": "73515_PQJ_LRG",
"variant_id": "73515_PQJ_LRG",
"title": "Women\u0027s Buck Naked High Cut PQJ LRG",
"description": "Our Buck Naked® Performance Hi-Cut Underwear is the comfiest thing next to your skin, with a Stay-Put Fit that won\u0027t shi...",
"product_category": "Women \u003E Underwear \u003E Undies \u003E Hi-Cut",
"category_tree": [
{
"name": "Women",
"url": "https:\/\/www.duluthtrading.com\/women\/"
},
{
"name": "Underwear",
"url": "https:\/\/www.duluthtrading.com\/women\/underwear\/"
},
{
"name": "Undies",
"url": "https:\/\/www.duluthtrading.com\/women\/underwear\/undies\/"
},
{
"name": "Hi-Cut",
"url": "https:\/\/www.duluthtrading.com\/women\/underwear\/undies\/hi-cut\/"
}
]
}
]
Everything you need, built in
Go straight to the source
Scale to millions of pages instantly
Scrapers auto-fix when sites change
Thousands of verified scrapers
Pay per result, nothing extra
Compliant and fully supported
Start collecting Duluth Trading data in minutes
Duluth Trading data scraping use cases
Workwear range mapping
Fabric and fit research
Size and fit variants
Seasonal range monitoring
Web Scraper API vs other providers
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.
Duluth Trading Scraper API FAQs
What is the Duluth Trading Scraper API?
The Duluth Trading Scraper API is a powerful tool designed to automate data extraction from the Duluth Trading website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Duluth Trading Scraper API work?
The Duluth Trading 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 Duluth Trading Scraper API compliant with data protection regulations?
Yes, the Duluth Trading 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 Duluth Trading Scraper API for competitive analysis?
Absolutely! The Duluth Trading Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Duluth Trading Scraper API with my existing systems?
The Duluth Trading 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 Duluth Trading 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 Duluth Trading 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 Duluth Trading 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 Duluth Trading Scraper API?
There are no specific usage limits for the Duluth Trading Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Duluth Trading Scraper API?
Yes, we offer dedicated support for the Duluth Trading 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 Duluth Trading 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 Duluth Trading scrapers.