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- Build requests in any language
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- JSON, NDJSON, or CSV delivery
Light In The Box Scraper API
Scrape Light In The Box women’s and men’s fashion, dresses, home and garden products and gadgets. Collect Light In The Box 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 Light In The Box scrapers
Pick a Light In The Box scraper and call it. Every Light In The Box 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
Light In The Box Scraper API Pricing
Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.
We accept these payment methods:
Just want data? Skip scraping. Purchase a Light In The Box dataset
How it works
From zero to Light In The Box data in 3 steps
No proxies to configure, no infrastructure to manage. Pick, call, and receive.
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Pick a scraper
Choose from the Light In The Box scrapers above or create your own with AI in minutes.
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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 [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.lightinthebox.com/en/p/men-s-shorts-linen-shorts-summer-shorts-beach-shorts-drawstring-pocket-elastic-waist-color-block-solid-comfort-breathable-short-casual-daily-beach-vac_p18976228.html?category_id=5585\u0026sku=1_21910","all_variations":true},{"url":"https://www.lightinthebox.com/en/p/women-s-skirt-swing-long-skirt-bohemia-maxi-skirts-drawstring-print-graphic-solid-colored-causal-vacation-spring-summer-vintage-boho-red-blue-purple_p9535290.html?category_id=4715\u0026sku=1_6920","all_variations":true}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_molhlsbgp4qtqnchs&format=json&uncompressed_webhook=true"
Response payload
[
{
"timestamp": "2026-09-16",
"url": "https:\/\/www.lightinthebox.com\/en\/p\/men-s-cargo-shorts-shorts-summer-shorts-multi-pocket-flap-pocket-plain-comfort-wearab...",
"item_id": "1_223|2_5922",
"variant_id": "1_223|2_5922",
"title": "Men\u0027s Cargo Shorts Shorts Summer Shorts Hiking Shorts Multi Pocket Flap Pocket Plain Comfort Wearable Short Daily Outdoo...",
"description": "\u0022$35.99 - Men\u0027s Cargo Shorts Shorts Summer Shorts Hiking Shorts Multi Pocket Flap Pocket Plain Comfort Wearable Short Da...",
"product_category": "Home \u003E Men\u0027s Clothing \u003E Men\u0027s Shorts \u003E Cargo Shorts \u003E Classic",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/www.lightinthebox.com\/"
},
{
"name": "Men\u0027s Clothing",
"url": "https:\/\/www.lightinthebox.com\/c\/men-s-clothing_5585"
},
{
"name": "Men\u0027s Shorts",
"url": "https:\/\/www.lightinthebox.com\/c\/men-s-shorts-_113188"
},
{
"name": "Cargo Shorts",
"url": "https:\/\/www.lightinthebox.com\/c\/cargo-shorts_113190"
},
{
"name": "Classic",
"url": "https:\/\/www.lightinthebox.com\/c\/classic_124814"
}
]
},
{
"timestamp": "2026-09-16",
"url": "https:\/\/www.lightinthebox.com\/en\/p\/step-tread-carpet-boho-style-non-slip-carpet-stair-treads-for-kids-elders-and-pets-et...",
"item_id": "966_630143",
"variant_id": "966_630143",
"title": "Step Tread Carpet Boho Style Non-Slip Carpet Stair Treads for Kids Elders and Pets Ethnic Design Stair Tread Mats W20*L7...",
"description": "\u0022$18.99 - Step Tread Carpet Boho Style Non-Slip Carpet Stair Treads for Kids Elders and Pets Ethnic Design Stair Tread M...",
"product_category": "Home \u003E Home \u0026 Garden \u003E Rugs \u0026 Mats \u0026 Carpets \u003E Stair Tread Rugs",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/www.lightinthebox.com\/"
},
{
"name": "Home \u0026 Garden",
"url": "https:\/\/www.lightinthebox.com\/c\/home-garden_75"
},
{
"name": "Rugs \u0026 Mats \u0026 Carpets",
"url": "https:\/\/www.lightinthebox.com\/c\/rugs-mats-carpets_71981"
},
{
"name": "Stair Tread Rugs",
"url": "https:\/\/www.lightinthebox.com\/c\/stair-tread-rugs_115903"
}
]
},
{
"timestamp": "2026-09-16",
"url": "https:\/\/www.lightinthebox.com\/en\/p\/men-s-casual-daily-outdoor-pu-leather-comfortable-breathable-buckle-dark-grey-black-s...",
"item_id": "1_5821|2_805577",
"variant_id": "1_5821|2_805577",
"title": "Men\u0027s Grey Faux Leather Adjustable Strap Sandals Open-Toe Casual Summer Vacation and Outdoor Wear Shoes",
"description": "\u0022$54.99 - Men\u0027s Grey Faux Leather Adjustable Strap Sandals Open-Toe Casual Summer Vacation and Outdoor Wear Shoes 2026. ...",
"product_category": "Home \u003E Shoes \u0026 Bags \u003E Men\u0027s Shoes \u003E Men\u0027s Sandals \u003E Casual Sandals",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/www.lightinthebox.com\/"
},
{
"name": "Shoes \u0026 Bags",
"url": "https:\/\/www.lightinthebox.com\/c\/shoes-bags_3349"
},
{
"name": "Men\u0027s Shoes",
"url": "https:\/\/www.lightinthebox.com\/c\/men-s-shoes_16445"
},
{
"name": "Men\u0027s Sandals",
"url": "https:\/\/www.lightinthebox.com\/c\/men-s-sandals_37219"
},
{
"name": "Casual Sandals",
"url": "https:\/\/www.lightinthebox.com\/c\/casual-sandals_123984"
}
]
},
{
"timestamp": "2026-09-16",
"url": "https:\/\/www.lightinthebox.com\/en\/p\/step-tread-carpet-boho-style-non-slip-carpet-stair-treads-for-kids-elders-and-pets-et...",
"item_id": "966_630141",
"variant_id": "966_630141",
"title": "Step Tread Carpet Boho Style Non-Slip Carpet Stair Treads for Kids Elders and Pets Ethnic Design Stair Tread Mats W20*L7...",
"description": "\u0022$18.99 - Step Tread Carpet Boho Style Non-Slip Carpet Stair Treads for Kids Elders and Pets Ethnic Design Stair Tread M...",
"product_category": "Home \u003E Home \u0026 Garden \u003E Rugs \u0026 Mats \u0026 Carpets \u003E Stair Tread Rugs",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/www.lightinthebox.com\/"
},
{
"name": "Home \u0026 Garden",
"url": "https:\/\/www.lightinthebox.com\/c\/home-garden_75"
},
{
"name": "Rugs \u0026 Mats \u0026 Carpets",
"url": "https:\/\/www.lightinthebox.com\/c\/rugs-mats-carpets_71981"
},
{
"name": "Stair Tread Rugs",
"url": "https:\/\/www.lightinthebox.com\/c\/stair-tread-rugs_115903"
}
]
},
{
"timestamp": "2026-09-16",
"url": "https:\/\/www.lightinthebox.com\/en\/p\/step-tread-carpet-boho-style-non-slip-carpet-stair-treads-for-kids-elders-and-pets-et...",
"item_id": "966_642039",
"variant_id": "966_642039",
"title": "Step Tread Carpet Boho Style Non-Slip Carpet Stair Treads for Kids Elders and Pets Ethnic Design Stair Tread Mats W20*L7...",
"description": "\u0022$18.99 - Step Tread Carpet Boho Style Non-Slip Carpet Stair Treads for Kids Elders and Pets Ethnic Design Stair Tread M...",
"product_category": "Home \u003E Home \u0026 Garden \u003E Rugs \u0026 Mats \u0026 Carpets \u003E Stair Tread Rugs",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/www.lightinthebox.com\/"
},
{
"name": "Home \u0026 Garden",
"url": "https:\/\/www.lightinthebox.com\/c\/home-garden_75"
},
{
"name": "Rugs \u0026 Mats \u0026 Carpets",
"url": "https:\/\/www.lightinthebox.com\/c\/rugs-mats-carpets_71981"
},
{
"name": "Stair Tread Rugs",
"url": "https:\/\/www.lightinthebox.com\/c\/stair-tread-rugs_115903"
}
]
}
]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 Light In The Box data in minutes
Call the API from code, click through the control panel, or hand it to your AI agent.
Use cases
Light In The Box data scraping use cases
Real-time Light In The Box intelligence for your business.
Global assortment mapping
Category tree
Product category
Title
Size and color variants
Variant ID
Item ID
Title
Trend and style research
Title
Description
Product category
Catalog turnover monitoring
Item ID
URL
Product category
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
Light In The Box Scraper API FAQs
What is the Light In The Box Scraper API?
The Light In The Box Scraper API is a powerful tool designed to automate data extraction from the Light In The Box website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Light In The Box Scraper API work?
The Light In The Box 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 Light In The Box Scraper API compliant with data protection regulations?
Yes, the Light In The Box 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 Light In The Box Scraper API for competitive analysis?
Absolutely! The Light In The Box Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Light In The Box Scraper API with my existing systems?
The Light In The Box 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 Light In The Box 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 Light In The Box 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 Light In The Box 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 Light In The Box Scraper API?
There are no specific usage limits for the Light In The Box Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Light In The Box Scraper API?
Yes, we offer dedicated support for the Light In The Box 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).