- Build requests in any language
- Automate with schedulers and webhooks
- JSON, NDJSON, or CSV delivery
MUJI USA Scraper API
Scrape MUJI USA and collect data such as product URL, item ID, variant ID, product title, description, brand, product category, category tree, price, currency, availability, and images across its minimalist homeware, stationery and apparel range.
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Available MUJI USA scrapers
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MUJI USA 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
Just want data? Skip scraping. Purchase a MUJI USA dataset
From zero to MUJI USA data in 3 steps
-
Pick a scraper
Choose from the MUJI USA 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.
-
Get structured data
Receive clean, parsed MUJI USA 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 '' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mpz9dqczlvlxk5fqe&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2026-10-18",
"url": "https:\/\/www.muji.us\/products\/mens-sweatshirt-pullover-hoodie-ab1np25s?variant=45547620696254",
"item_id": "4550584616303",
"variant_id": "45547620696254",
"title": "Sweatshirt Pullover Hoodie",
"description": "This hoodie is crafted from a soft, lightweight fleece that is comfortable to wear. It feels incredibly cozy and will ke...",
"product_category": "Collections \u003E Apparel",
"category_tree": [
{
"name": "Collections",
"url": "https:\/\/www.muji.us\/collections"
},
{
"name": "Apparel",
"url": "https:\/\/www.muji.us\/collections\/apparel"
}
]
},
{
"timestamp": "2026-10-18",
"url": "https:\/\/www.muji.us\/products\/womens-soy-fiber-blend-ribbed-crew-neck-long-sleeve-t-shirt-bb2qm24a?variant=45573788991678",
"item_id": "4550584155895",
"variant_id": "45573788991678",
"title": "Women\u0027s Soy Fiber Blend Ribbed Crewneck T-Shirt",
"description": "Made from lightweight knitted soy pulp for a soft texture, making it gentle and comfortable to wear. The fine rib design...",
"product_category": "Collections \u003E Apparel",
"category_tree": [
{
"name": "Collections",
"url": "https:\/\/www.muji.us\/collections"
},
{
"name": "Apparel",
"url": "https:\/\/www.muji.us\/collections\/apparel"
}
]
},
{
"timestamp": "2026-10-18",
"url": "https:\/\/www.muji.us\/products\/double-knit-half-zip-pullover-ab1pi25a?variant=45149891723454",
"item_id": "4547315482474",
"variant_id": "45149891723454",
"title": "Double Knit Half-Zip Pullover",
"description": "This men\u0027s half zip pullover is made with a blend of cotton and recycled polyester. It is knitted in a double layered st...",
"product_category": "Collections \u003E Apparel",
"category_tree": [
{
"name": "Collections",
"url": "https:\/\/www.muji.us\/collections"
},
{
"name": "Apparel",
"url": "https:\/\/www.muji.us\/collections\/apparel"
}
]
},
{
"timestamp": "2026-10-18",
"url": "https:\/\/www.muji.us\/products\/womens-stretch-ribbed-tank-top-bb2ro25s?variant=45584441802942",
"item_id": "4550584773143",
"variant_id": "45584441802942",
"title": "Women\u0026#39;s Stretch Ribbed Tank Top",
"description": "This tank top is made from a soft and comfortable organic cotton fabric that offers stretchiness, allowing you to move f...",
"product_category": "Collections \u003E Apparel",
"category_tree": [
{
"name": "Collections",
"url": "https:\/\/www.muji.us\/collections"
},
{
"name": "Apparel",
"url": "https:\/\/www.muji.us\/collections\/apparel"
}
]
},
{
"timestamp": "2026-10-18",
"url": "https:\/\/www.muji.us\/products\/mens-washed-heavyweight-long-sleeve-t-shirt-ab1nu25s?variant=45564373631166",
"item_id": "4550584617829",
"variant_id": "45564373631166",
"title": "Men\u0027s Washed Heavyweight T-Shirt",
"description": "This long-sleeved crew neck t-shirt features a thick, densely knitted cotton fabric that provides durability and warmth ...",
"product_category": "Collections \u003E Apparel",
"category_tree": [
{
"name": "Collections",
"url": "https:\/\/www.muji.us\/collections"
},
{
"name": "Apparel",
"url": "https:\/\/www.muji.us\/collections\/apparel"
}
]
}
]
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 MUJI USA data in minutes
MUJI USA data scraping use cases
Price and promotion tracking
Assortment and category research
Variant and availability monitoring
Product data enrichment
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.
MUJI USA Scraper API FAQs
What is the MUJI USA Scraper API?
The MUJI USA Scraper API is a powerful tool designed to automate data extraction from the MUJI USA website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the MUJI USA Scraper API work?
The MUJI USA 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 MUJI USA Scraper API compliant with data protection regulations?
Yes, the MUJI USA 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 MUJI USA Scraper API for competitive analysis?
Absolutely! The MUJI USA Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the MUJI USA Scraper API with my existing systems?
The MUJI USA 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 MUJI USA 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 MUJI USA 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 MUJI USA 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 MUJI USA Scraper API?
There are no specific usage limits for the MUJI USA Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the MUJI USA Scraper API?
Yes, we offer dedicated support for the MUJI USA 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 MUJI USA 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 MUJI USA scrapers.