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- Build requests in any language
- Automate with schedulers and webhooks
- JSON, NDJSON, or CSV delivery
Loft Scraper API
Scrape Loft women’s dresses, tops, pants, sweaters and accessories. Collect Loft 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 Loft scrapers
Pick a Loft scraper and call it. Every Loft 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
Loft 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 Loft dataset
How it works
From zero to Loft data in 3 steps
No proxies to configure, no infrastructure to manage. Pick, call, and receive.
-
Pick a scraper
Choose from the Loft 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 [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.loft.com/clothing/tops/catl000011/gingham-everyday-dolman-shirt/769003.html?dwvar_769003_color=530350\u0026dwvar_769003_size=700\u0026pid=769003","all_variations":true},{"url":"https://www.loft.com/accessories-shoes/jewelry/catl000023/pearlized-pendant-necklace/752336.html?priceSort=DES\u0026dwvar_752336_size=999","all_variations":true}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_motp7y5kv5yj3l1us&format=json&uncompressed_webhook=true"
Response payload
[
{
"timestamp": "2026-09-17",
"url": "https:\/\/www.loft.com\/clothing\/tops\/catl000011\/cinched-tie-neck-top\/768843.html?dwvar_768843_color=3260\u0026dwvar_768843_size...",
"item_id": "768843_3260_800",
"variant_id": "768843_3260_800",
"title": "Cinched Tie Neck Top",
"description": "Made with luxuriously heavyweight stretch cotton jersey, we love how an adjustable tie neck and empire seam add a foreve...",
"product_category": "Clothing \u003E Tops",
"category_tree": [
{
"name": "Clothing",
"url": "https:\/\/www.loft.com\/clothing\/shop-all\/cat3950014\/"
},
{
"name": "Tops",
"url": "https:\/\/www.loft.com\/clothing\/tops\/catl000011\/"
}
]
},
{
"timestamp": "2026-09-17",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shoes\/catl000022\/mini-wedge-thong-sandals\/770696.html?dwvar_770696_color=2222\u0026dwv...",
"item_id": "770696_2222_100",
"variant_id": "770696_2222_100",
"title": "Mini Wedge Thong Sandals",
"description": "With an endlessly comfy mini wedge heel, this forever fave pair lifts up your look in the most effortlessly cool way. Pa...",
"product_category": "Accessories \u0026 Shoes \u003E Shoes",
"category_tree": [
{
"name": "Accessories \u0026 Shoes",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shop-all\/catl000021\/"
},
{
"name": "Shoes",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shoes\/catl000022\/"
}
]
},
{
"timestamp": "2026-09-17",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shoes\/catl000022\/mini-wedge-thong-sandals\/770696.html?dwvar_770696_color=0478\u0026dwv...",
"item_id": "770696_0478_080",
"variant_id": "770696_0478_080",
"title": "Mini Wedge Thong Sandals",
"description": "With an endlessly comfy mini wedge heel, this forever fave pair lifts up your look in the most effortlessly cool way. Pa...",
"product_category": "Accessories \u0026 Shoes \u003E Shoes",
"category_tree": [
{
"name": "Accessories \u0026 Shoes",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shop-all\/catl000021\/"
},
{
"name": "Shoes",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shoes\/catl000022\/"
}
]
},
{
"timestamp": "2026-09-17",
"url": "https:\/\/www.loft.com\/petites\/petite-pants\/catl000037\/petite-belted-slouchy-trouser-pants\/786624.html?dwvar_786624_color=...",
"item_id": "786624_020342_109",
"variant_id": "786624_020342_109",
"title": "Petite Belted Slouchy Trouser Pants",
"description": "Shop Loft for effortless style and everyday elegance. Our Petite Belted Slouchy Trouser Pants is the perfect piece to ad...",
"product_category": "Petites \u003E Petite Pants",
"category_tree": [
{
"name": "Petites",
"url": "https:\/\/www.loft.com\/petites\/petite-new-arrivals\/cat220010\/"
},
{
"name": "Petite Pants",
"url": "https:\/\/www.loft.com\/petites\/petite-pants\/catl000037\/"
}
]
},
{
"timestamp": "2026-09-17",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shoes\/catl000022\/mini-wedge-thong-sandals\/770696.html?dwvar_770696_color=2222\u0026dwv...",
"item_id": "770696_2222_092",
"variant_id": "770696_2222_092",
"title": "Mini Wedge Thong Sandals",
"description": "With an endlessly comfy mini wedge heel, this forever fave pair lifts up your look in the most effortlessly cool way. Pa...",
"product_category": "Accessories \u0026 Shoes \u003E Shoes",
"category_tree": [
{
"name": "Accessories \u0026 Shoes",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shop-all\/catl000021\/"
},
{
"name": "Shoes",
"url": "https:\/\/www.loft.com\/accessories-shoes\/shoes\/catl000022\/"
}
]
}
]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 Loft data in minutes
Call the API from code, click through the control panel, or hand it to your AI agent.
Use cases
Loft data scraping use cases
Real-time Loft intelligence for your business.
Womenswear range mapping
Category tree
Product category
Title
Size and color variants
Variant ID
Item ID
Title
Fabric and fit research
Description
Title
Product category
New arrival monitoring
Item ID
URL
Title
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
Loft Scraper API FAQs
What is the Loft Scraper API?
The Loft Scraper API is a powerful tool designed to automate data extraction from the Loft website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Loft Scraper API work?
The Loft 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 Loft Scraper API compliant with data protection regulations?
Yes, the Loft 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 Loft Scraper API for competitive analysis?
Absolutely! The Loft Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Loft Scraper API with my existing systems?
The Loft 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 Loft 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 Loft 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 Loft 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 Loft Scraper API?
There are no specific usage limits for the Loft Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Loft Scraper API?
Yes, we offer dedicated support for the Loft 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).