Unclaimed Baggage Scraper API

Scrape Unclaimed Baggage resold lost-luggage finds across electronics, designer goods, clothing and more. Collect Unclaimed Baggage 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 Unclaimed Baggage scrapers

Pick an Unclaimed Baggage scraper and call it. Every Unclaimed Baggage scraper lists its output fields, delivery volume, and live success rate.

Unclaimed Baggage Products

URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
Views217+
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#1

Ranked (by AIMultiple)

99.2%

Avg. success rate

100M+

Requests weekly

400M+

Proxy IPs built in

GDPR & CCPA

Compliant
Pricing

Unclaimed Baggage Scraper API Pricing

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

CALCULATE YOUR COST
Records per month: 5K
$/mo
$ per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
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Free Tier
5K
records
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  • 5K records per month
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$1.5/1K record
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  • Pay only for success
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  • Unlimited concurrency
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$499 /month
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  • 384,000 records included
  • $1.3/1K additional records
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Most platforms stack extra charges on top of the per-record rate. With Bright Data, the record price is the whole bill:
Compute / runtime units
commonly billed per scraper runtime hour or compute unit
Included
Residential proxy bandwidth
commonly billed per GB
Included
Storage & dataset retention
commonly billed per GB-month
Included
Data transfer / egress
commonly billed per GB out
Included
Unblocking & CAPTCHA solving
commonly a paid add-on
Included
Parsing to structured JSON
commonly your own code
Included
We accept these payment methods:

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How it works

From zero to Unclaimed Baggage data in 3 steps

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

  1. Pick a scraper

    Choose from the Unclaimed Baggage 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 Unclaimed Baggage 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 '' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mpwn37932010fiw7o1&format=json&uncompressed_webhook=true"
Response payload 
[
  {
    "timestamp": "2026-10-17",
    "url": "https:\/\/www.unclaimedbaggage.com\/products\/jiselle-pink-slip-on-athletic-shoes?variant=41859510239317",
    "item_id": "vrrdLr0cTC2tMH8aHpqHjA",
    "variant_id": "41859510239317",
    "title": "Jiselle Pink Slip On Athletic Shoes",
    "description": "Condition: New With Tags Brand: Yellow Box Color: Pink Style: Athletic Shoes",
    "product_category": "Home \u003E All Products \u003E Shoes \u003E Women\u0027s Shoes \u003E Women\u0027s Athletic Shoes \u003E Jiselle Pink Slip On Athletic Shoes",
    "category_tree": [
      {
        "name": "Home",
        "url": "https:\/\/www.unclaimedbaggage.com\/"
      },
      {
        "name": "All Products",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/all"
      },
      {
        "name": "Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/shoes"
      },
      {
        "name": "Women\u0027s Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-shoes"
      },
      {
        "name": "Women\u0027s Athletic Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-athletic-shoes"
      },
      {
        "name": "Jiselle Pink Slip On Athletic Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/products\/jiselle-pink-slip-on-athletic-shoes"
      }
    ]
  },
  {
    "timestamp": "2026-10-17",
    "url": "https:\/\/www.unclaimedbaggage.com\/products\/jiselle-pink-slip-on-athletic-shoes?variant=41859510173781",
    "item_id": "zpxzXW40SdaRWQ2JW2fQQQ",
    "variant_id": "41859510173781",
    "title": "Jiselle Pink Slip On Athletic Shoes",
    "description": "Condition: New With Tags Brand: Yellow Box Color: Pink Style: Athletic Shoes",
    "product_category": "Home \u003E All Products \u003E Shoes \u003E Women\u0027s Shoes \u003E Women\u0027s Athletic Shoes \u003E Jiselle Pink Slip On Athletic Shoes",
    "category_tree": [
      {
        "name": "Home",
        "url": "https:\/\/www.unclaimedbaggage.com\/"
      },
      {
        "name": "All Products",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/all"
      },
      {
        "name": "Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/shoes"
      },
      {
        "name": "Women\u0027s Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-shoes"
      },
      {
        "name": "Women\u0027s Athletic Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-athletic-shoes"
      },
      {
        "name": "Jiselle Pink Slip On Athletic Shoes",
        "url": "https:\/\/www.unclaimedbaggage.com\/products\/jiselle-pink-slip-on-athletic-shoes"
      }
    ]
  },
  {
    "timestamp": "2026-10-17",
    "url": "https:\/\/www.unclaimedbaggage.com\/products\/beige-knit-top-13",
    "item_id": "21646486",
    "variant_id": "41901130252373",
    "title": "Beige Knit Top",
    "description": "Condition: Good- spots Brand: Nine Britton Color: Beige Size: S Style: Knit Top Material: Nylon Pattern: Solid Sleeve: S...",
    "product_category": "Home \u003E All Products \u003E Women\u0027s Apparel \u003E Women\u0027s Tops \u003E Women\u0027s T-Shirts \u0026 Knits \u003E Beige Knit Top",
    "category_tree": [
      {
        "name": "Home",
        "url": "https:\/\/www.unclaimedbaggage.com\/"
      },
      {
        "name": "All Products",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/all"
      },
      {
        "name": "Women\u0027s Apparel",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-apparel"
      },
      {
        "name": "Women\u0027s Tops",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-tops"
      },
      {
        "name": "Women\u0027s T-Shirts \u0026 Knits",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-t-shirts-knits"
      },
      {
        "name": "Beige Knit Top",
        "url": "https:\/\/www.unclaimedbaggage.com\/products\/beige-knit-top-13"
      }
    ]
  },
  {
    "timestamp": "2026-10-17",
    "url": "https:\/\/www.unclaimedbaggage.com\/products\/hinged-knee-brace-for-dogs",
    "item_id": "21684158",
    "variant_id": "41901041025109",
    "title": "Hinged Knee Brace for Dogs",
    "description": "Fits the Left Leg Type: Pet Product Brand: Tail Wind Pets Condition: Excellent Color: Black Material: Unknown",
    "product_category": "Home \u003E All Products \u003E Lifestyle \u003E Home \u0026 Living \u003E Hinged Knee Brace for Dogs",
    "category_tree": [
      {
        "name": "Home",
        "url": "https:\/\/www.unclaimedbaggage.com\/"
      },
      {
        "name": "All Products",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/all"
      },
      {
        "name": "Lifestyle",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/lifestyle"
      },
      {
        "name": "Home \u0026 Living",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/home-living"
      },
      {
        "name": "Hinged Knee Brace for Dogs",
        "url": "https:\/\/www.unclaimedbaggage.com\/products\/hinged-knee-brace-for-dogs"
      }
    ]
  },
  {
    "timestamp": "2026-10-17",
    "url": "https:\/\/www.unclaimedbaggage.com\/products\/black-coat-220",
    "item_id": "21637947",
    "variant_id": "41868467601493",
    "title": "Black Coat",
    "description": "Condition: Excellent Brand: Centigrade Color: Black Pattern: Solid Material: Leather Type: Coat",
    "product_category": "Home \u003E All Products \u003E Women\u0027s Apparel \u003E Women\u0027s Outerwear \u003E Women\u0027s Jackets and Coats \u003E Black Coat",
    "category_tree": [
      {
        "name": "Home",
        "url": "https:\/\/www.unclaimedbaggage.com\/"
      },
      {
        "name": "All Products",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/all"
      },
      {
        "name": "Women\u0027s Apparel",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-apparel"
      },
      {
        "name": "Women\u0027s Outerwear",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-outerwear"
      },
      {
        "name": "Women\u0027s Jackets and Coats",
        "url": "https:\/\/www.unclaimedbaggage.com\/collections\/womens-jackets-coats"
      },
      {
        "name": "Black Coat",
        "url": "https:\/\/www.unclaimedbaggage.com\/products\/black-coat-220"
      }
    ]
  }
]
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Choose your path

Start collecting Unclaimed Baggage 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

Unclaimed Baggage data scraping use cases

Real-time Unclaimed Baggage intelligence for your business.

Range mapping

Category tree
Product category
Title
Scrape the category tree with titles to map what actually turns up in unclaimed luggage, from electronics and designer goods to clothing and sporting equipment. The mix is unlike any conventional retailer's, because nobody chose it.

Spec and condition research

Description
Title
Product category
Scrape descriptions to read condition notes, sizes and included accessories item by item. On resale inventory the description carries everything a buyer needs, since there is no standard spec sheet behind a one-off listing.

Inventory turnover tracking

Availability
Item ID
Title
Track availability against item IDs to measure how fast one-of-a-kind stock clears. Sell-through speed by category is the clearest read on what resale buyers are actually willing to pay for, and it is a rare public window onto secondhand demand that no conventional retailer publishes.

New arrival monitoring

Item ID
URL
Category tree
Diff item IDs and URLs on a schedule to catch new finds as they list. Stock here is genuinely single-unit, so anything not captured on the day it appears is usually gone before the next crawl. For resellers and collectors the monitoring frequency matters far more than the depth of any single run.
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400M+ IPs
Limited pool
Pre-built scrapers
1,400+
50–200
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24/7
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Compute, proxy, and storage metered separately
Failed requests
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Community forum
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5K records/mo
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compliance

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Unclaimed Baggage Scraper API FAQs

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

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

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

Yes, we offer dedicated support for the Unclaimed Baggage 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).

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 Unclaimed Baggage scrapers.

The easiest way to scrape Unclaimed Baggage data at scale

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