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Bloomingdale's Reviews Scraper API
Scrape Bloomingdale’s reviews and gather customer feedback details. Collect Bloomingdale’s data such as: star rating, review count, reviews, product title, brand, product category, item ID, variant ID, price, and product URL, and much more.
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Available Bloomingdale's scrapers
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Bloomingdale's Reviews 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
From zero to Bloomingdale's Reviews data in 3 steps
-
Pick a scraper
Choose from the Bloomingdale's Reviews 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 Bloomingdale's Reviews 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 '[{"url":"https://www.bloomingdales.com/shop/jewelry-accessories/earrings?id=3628"},{"url":"https://www.bloomingdales.com/shop/womens-designer-shoes/loafers?id=1005946"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mlja6akssmndsnewz&format=json&uncompressed_webhook=true"
[
{
"timestamp": "2026-10-12",
"url": "https:\/\/www.bloomingdales.com\/shop\/product\/rag-bone-womens-retro-runner-slim-sneakers?ID=6042606\u0026swatchColor=Natural+Raf...",
"item_id": "6042606",
"variant_id": "9468152",
"title": "Women\u0027s Retro Runner Slim Sneakers",
"description": null,
"product_category": "Shoes",
"category_tree": [
{
"name": "Shoes",
"url": "https:\/\/www.bloomingdales.com\/shop\/womens-designer-shoes?id=16961"
}
]
},
{
"timestamp": "2026-10-12",
"url": "https:\/\/www.bloomingdales.com\/shop\/product\/crocs-unisex-classic-clogs-big-kid?ID=5411731",
"item_id": "5411731",
"variant_id": "7932854",
"title": " Unisex Classic Clogs - Little Kid, Big Kid",
"description": null,
"product_category": "Kids",
"category_tree": [
{
"name": "Kids",
"url": "https:\/\/www.bloomingdales.com\/shop\/kids?id=3866"
}
]
},
{
"timestamp": "2026-10-12",
"url": "https:\/\/www.bloomingdales.com\/shop\/product\/herve-leger-the-maxine-gown?ID=5786489\u0026swatchColor=Redrock",
"item_id": "5786489",
"variant_id": "8959778",
"title": "The Maxine Gown",
"description": "A gradient bandage silhouette from Look 2 of the Resort \u002726 Lookbook. Hervé Léger\u0027s Maxine Gown is cut from metallic ban...",
"product_category": "Women",
"category_tree": [
{
"name": "Women",
"url": "https:\/\/www.bloomingdales.com\/shop\/womens-apparel?id=2910"
}
]
},
{
"timestamp": "2026-10-12",
"url": "https:\/\/www.bloomingdales.com\/shop\/product\/prada-mens-americas-cup-soft-rubber-bike-fabric-sneakers?ID=5582882\u0026CategoryI...",
"item_id": "5582882",
"variant_id": "8562072",
"title": "Men\u0027s America\u0027s Cup Soft Rubber And Bike Fabric Sneakers",
"description": "\u003Cbr\u003E\u003Cb\u003EWHAT IT IS\u003C\/b\u003E:\u003Cbr\u003EWith technical fabric lining Prada Linea Rossa latex logo badge Optical lens patterned tread...",
"product_category": "Men",
"category_tree": [
{
"name": "Men",
"url": "https:\/\/www.bloomingdales.com\/shop\/mens?id=3864"
}
]
},
{
"timestamp": "2026-10-12",
"url": "https:\/\/www.bloomingdales.com\/shop\/product\/allsaints-blunt-slim-fit-four-pocket-trousers?ID=6274998\u0026swatchColor=Chocolat...",
"item_id": "6274998",
"variant_id": "9912146",
"title": "Blunt Slim Fit Four Pocket Trousers",
"description": null,
"product_category": "Men",
"category_tree": [
{
"name": "Men",
"url": "https:\/\/www.bloomingdales.com\/shop\/mens?id=3864"
}
]
}
]
Tell your agent:
Read https://brightdata.com/SKILL.md and get structured JSON for this Bloomingdale's product via the Web Scraper API (gd_mlja6akssmndsnewz): https://www.bloomingdales.com/shop/jewelry-accessories/earrings?id=3628Or run it yourself:
curl -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '[{"url":"https://www.bloomingdales.com/shop/jewelry-accessories/earrings?id=3628"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mlja6akssmndsnewz&format=json"Or connect over MCP:
https://mcp.brightdata.com/mcp?token=YOUR_API_KEYPlug Bloomingdale's scrapers into your agent
Your agent picks from Bloomingdale’s scrapers we already maintain. Let it run whenever you need, and every run delivers real-time web data straight to your storage. Works in Claude Code, Codex, Cursor and any other coding agent.
- Runs with npx, nothing to install
- bdata login opens browser auth, no key to paste
- Name a scraper, get JSON back
- Delivers to AWS · GCP · Azure · Snowflake · Webhook
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 Bloomingdale's Reviews data in minutes
Explore more Bloomingdale's scrapers
Bloomingdale's Reviews data scraping use cases
Customer sentiment analysis
Brand quality benchmarking
Review-led assortment research
Price and satisfaction analysis
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.
Bloomingdale's Reviews Scraper API FAQs
What is the Bloomingdale's Reviews Scraper API?
The Bloomingdale's Reviews Scraper API is a powerful tool designed to automate data extraction from the Bloomingdale's Reviews website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Bloomingdale's Reviews Scraper API work?
The Bloomingdale's Reviews 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 Bloomingdale's Reviews Scraper API compliant with data protection regulations?
Yes, the Bloomingdale's Reviews 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 Bloomingdale's Reviews Scraper API for competitive analysis?
Absolutely! The Bloomingdale's Reviews Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Bloomingdale's Reviews Scraper API with my existing systems?
The Bloomingdale's Reviews 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 Bloomingdale's Reviews 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 Bloomingdale's Reviews 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 Bloomingdale's Reviews 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 Bloomingdale's Reviews Scraper API?
There are no specific usage limits for the Bloomingdale's Reviews Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Bloomingdale's Reviews Scraper API?
Yes, we offer dedicated support for the Bloomingdale's Reviews 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 Bloomingdale's Reviews 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 Bloomingdale's Reviews scrapers.