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.

5K free records/month · Credit card not required

Available Duluth Trading scrapers

Pick a Duluth Trading scraper and call it. Every Duluth Trading 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

Duluth Trading Scraper API Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

CALCULATE YOUR COST
Records per month: 5K
$/mo
$ per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
Get started
5K
10K
50K
100K
500K
1M
5M
  • 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
Free Tier
5K
records
Start free
  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
Start free
  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
Start free
  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Enterprise
Custom
Talk to sales
  • Volume discounts
  • Account manager
  • Premium SLA
  • Priority support
  • SSO
Most platforms stack extra charges on top of the per-record rate. With Bright Data, the record price is the whole bill:
Compute / runtime units
commonly billed per scraper runtime hour or compute unit
Included
Residential proxy bandwidth
commonly billed per GB
Included
Storage & dataset retention
commonly billed per GB-month
Included
Data transfer / egress
commonly billed per GB out
Included
Unblocking & CAPTCHA solving
commonly a paid add-on
Included
Parsing to structured JSON
commonly your own code
Included
We accept these payment methods:
How it works

From zero to Duluth Trading data in 3 steps

No proxies to configure, no infrastructure to manage. Pick, call, and receive.
  1. Pick a scraper

    Choose from the Duluth Trading scrapers above or create your own with AI in minutes.

  2. 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.

  3. Get structured data

    Receive clean, parsed Duluth Trading 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 '[{"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"
Response payload
[
  {
    "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\/"
      }
    ]
  }
]
Start free
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.
Use cases

Duluth Trading data scraping use cases

Real-time Duluth Trading intelligence for your business.

Workwear range mapping

Category tree
Product category
Title
Scrape the category tree with titles to map how the range spans pants, shirts, outerwear and footwear. Duluth builds around proprietary fabrics and fits, and the tree shows how those lines extend across categories.

Fabric and fit research

Description
Title
Product category
Scrape descriptions to compare fabrics, gussets, reinforcement and fit names across garments. These details are the brand's marketing spine and the basis for comparison against other workwear makers. Proprietary fabric names recur across categories, so tracking them shows how a single technology is extended through the range.

Size and fit variants

Variant ID
Item ID
Title
Scrape variant IDs against item IDs to count the sizes, inseams and fits each style is offered in, including extended sizing that workwear buyers depend on. Extended sizing coverage is a genuine differentiator in workwear, and variant counts show where it is actually offered.

Seasonal range monitoring

Item ID
URL
Category tree
Diff item IDs and URLs on a schedule to catch seasonal ranges and new fabric lines as they arrive and clear. Workwear ranges follow trade seasons rather than fashion ones, so arrival dates cluster differently than in apparel. Tracking them shows when winter gear lands and how long it stays.
Compare Bright Data to others

Web Scraper API vs other providers

Capability
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

Duluth Trading Scraper API FAQs

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.

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.

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.

Absolutely! The Duluth Trading Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.

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.

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.

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.

There are no specific usage limits for the Duluth Trading Scraper API, offering you the flexibility to scale as needed.

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.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).

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.

The easiest way to scrape Duluth Trading data at scale