Columbia Scraper API

Scrape Columbia outdoor apparel, footwear, and gear. Collect Columbia data such as product title, description, brand, product category, category tree, item ID, variant ID, and product URL.

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5K free records/month · Credit card not required

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Available Columbia scrapers

Pick a Columbia scraper and call it. Every Columbia scraper lists its output fields, delivery volume, and live success rate.

Columbia Products

URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
Views231+
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#1

Ranked (by AIMultiple)

99.2%

Avg. success rate

100M+

Requests weekly

400M+

Proxy IPs built in

GDPR & CCPA

Compliant

Columbia Scraper API Pricing

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

Free Tier
5K
records
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  • 5K records per month
  • No credit card required
  • Expert support
Pay as you go
$1.5/1K record
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  • Pay only for success
  • Set monthly spend limits
  • Unlimited concurrency
  • Expert support
Scale
$499 /month
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  • 384,000 records included
  • $1.3/1K additional records
  • Unlimited concurrency
  • Cancel anytime
  • Expert support
Enterprise
Custom
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  • Account manager
  • Premium SLA
  • Priority support
  • SSO
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How it works

From zero to Columbia data in 3 steps

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

  1. Pick a scraper

    Choose from the Columbia 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 [current_scrper_name] 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.columbia.com/p/boys-toddler-pfg-terminal-tackle-long-sleeve-shirt-1541252.html?color=499"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mobct3l81epz6mljms&format=json&uncompressed_webhook=true"
Response payload 
[
  {
    "db_source": "1789330570306",
    "timestamp": "2026-09-13",
    "url": "https:\/\/www.columbia.com\/p\/mens-powder-lite-ii-hooded-jacket---tall-2086943.html?color=377\u0026size=LT\u0026pid=199644374476",
    "item_id": "199644374476",
    "variant_id": "377",
    "title": "Men\u0027s Powder Lite II Hooded Jacket - Tall",
    "description": "A thermal-reflective lined jacket with light-rain-resistant fabric and recycled insulation.",
    "product_category": "Home \u003E Men \u003E Jackets \u0026 Vests"
  },
  {
    "db_source": "1789330570306",
    "timestamp": "2026-09-13",
    "url": "https:\/\/www.columbia.com\/p\/girls-toddler-powder-lite-ii-hooded-jacket-2090042.html?color=447\u0026size=3T\u0026pid=199644105445",
    "item_id": "199644105445",
    "variant_id": "447",
    "title": "Girls\u0027 Toddler Powder Lite II Hooded Jacket",
    "description": "A thermal-reflective lined jacket with light-rain-resistant fabric and recycled insulation.",
    "product_category": "Home \u003E Kids \u003E Clothing \u003E Jackets \u0026 Vests"
  },
  {
    "db_source": "1789330570306",
    "timestamp": "2026-09-13",
    "url": "https:\/\/www.columbia.com\/p\/kids-chill-river-hoodie-2118251.html?color=356\u0026size=XL\u0026pid=198711801525",
    "item_id": "198711801525",
    "variant_id": "356",
    "title": "Kids\u0027 Chill River Hoodie",
    "description": "A kids’ sun-blocking, moisture-wicking, and cooling hoodie with thumb loops and drop-tail hem.",
    "product_category": "Home \u003E Kids \u003E Boys (XXS-XL) \u003E Tops"
  },
  {
    "db_source": "1789330570306",
    "timestamp": "2026-09-13",
    "url": "https:\/\/www.columbia.com\/p\/mens-glennaker-ii-sherpa-lined-jacket---tall-2089713.html?color=464\u0026size=5XT\u0026pid=195981253634",
    "item_id": "195981253634",
    "variant_id": "464",
    "title": "Men\u0027s Glennaker II Sherpa Lined Jacket - Tall",
    "description": "Your go-to for light rain with water-resistance and soft Sherpa lining to keep you warm.",
    "product_category": "Home \u003E Men \u003E Jackets \u0026 Vests"
  },
  {
    "db_source": "1789330570306",
    "timestamp": "2026-09-13",
    "url": "https:\/\/www.columbia.com\/p\/womens-roc-tech-warm-pants-2173991.html?color=010\u0026size=12",
    "item_id": "2173991",
    "variant_id": "010",
    "title": "Women\u0027s ROC Tech Warm Pants",
    "description": "Tech-packed pants that resist rain and stains and built with comfort stretch.",
    "product_category": "Home \u003E Women \u003E Bottoms \u003E Pants"
  }
]
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You pay for results. Proxies, rendering, concurrency, and delivery are always included, on every plan.

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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.
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Choose your path

Start collecting Columbia data in minutes

Call the API from code, click through the control panel, or hand it to your AI agent.
Call it from code
Trigger runs with parameters, schedule recurring jobs, and deliver to your storage or webhook.
  • Build requests in any language
  • Automate with schedulers and webhooks
  • JSON, NDJSON, or CSV delivery
Run it in the control panel
No engineering required: configure inputs, run, and download results in one place.
  • Configure inputs visually
  • Run with one click
  • Download JSON or CSV
Hand it to your agent
Your agent reads SKILL.md over MCP or the CLI and scrapes on its own.

  • Works with any MCP-compatible agent
  • One prompt to scrape
  • Structured JSON straight back to your agent
Use cases

Columbia data scraping use cases

Real-time Columbia intelligence for your business.

Brand and category coverage

Brand
Product category
Item ID
Scrape the brand field against categories to see how the outdoor range is structured and which segments carry the most depth.

Product specification research

Description
Title
Product category
Outdoor gear sells on named technologies in the description. Scrape descriptions at scale to compare how each is claimed.

Size and colourway variants

Variant ID
Item ID
Title
Scrape variant IDs against item IDs to count real buyable options per style and see which pieces carry the full run.

Catalog change detection

Item ID
URL
Category tree
Diff item IDs and URLs on a schedule to catch new arrivals as they list and spot lines that have been discontinued.

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.



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Columbia Scraper API FAQs

The Columbia Scraper API is a powerful tool designed to automate data extraction from the Columbia website, allowing users to efficiently gather and process large volumes of data for various use cases.

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

The Columbia 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 Columbia 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 Columbia Scraper API, offering you the flexibility to scale as needed.

Yes, we offer dedicated support for the Columbia 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).

The easiest way to scrape Columbia data at scale

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