Nellis Auction Product Search Scraper: Extract Auction Listings Instantly

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What Is Nellis Auction?

Nellis Auction (nellisauction.com) is a major online liquidation and auction platform offering surplus inventory, overstock, and wholesale products across multiple categories. With thousands of active listings and frequent updates, manually tracking products, prices, and bidding activity is impractical. The Nellis Auction Product Search Scraper automates this process, delivering structured data that turns raw auction listings into actionable intelligence.

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Overview

The Nellis Auction Product Search Scraper extracts detailed product listings from Nellis Auction's search results, supporting two flexible scraping modes:

1. URL-based scraping — Scrape pre-built search result URLs directly
2. Filter-based scraping — Search using keywords, location, price range, ratings, and sort options

This scraper is ideal for:

• Resellers & wholesalers sourcing products and monitoring competitor activity
• Price aggregators building real-time pricing datasets
• Market researchers analyzing liquidation trends and inventory availability
• eBay & Amazon sellers finding bulk sourcing opportunities

Key features include configurable item limits, flexible sorting, multi-criteria filtering, and optional URL failure handling for uninterrupted bulk runs.

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Input Format

The scraper supports two input methods:

Method 1: Scrape by URLs

{
  "urls": [
    "https://nellisauction.com/search?Location+Name=SW+Las+Vegas",
    "https://nellisauction.com/search?query=a&Suggested+Retail=100&Suggested+Retail=500&Star+Rating=4.0&sortBy="
  ],
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

URL Format Notes:

• Extract URLs directly from Nellis Auction search result pages
• URLs encode filters as query parameters (e.g., Location+Name, Suggested+Retail, Star+Rating)
• Leave keyword, location, sort_by, rating, and price_range empty when using URLs

Method 2: Scrape by Search Filters

{
  "keyword": "electronics",
  "location": "SW Las Vegas",
  "price_range": "100-500",
  "rating": "4.0",
  "sort_by": "current_price_asc",
  "page": 0,
  "max_items_per_url": 200,
  "ignore_url_failures": true
}

Parameter	Type	Description
keyword	string	Search keyword (e.g., "electronics", "furniture")
location	string	Auction location name (check URL format: e.g., "SW Las Vegas", "North Las Vegas")
price_range	string	Filter by estimated retail price range in format min-max (e.g., "100-500")
rating	string	Filter by seller/item star rating: 5.0, 4.0, 3.0, 2.0, 1.0, or empty for all
sort_by	string	Sort results by: current_price_asc, current_price_desc, time_remaining_asc, time_remaining_desc, retail_price_asc, retail_price_desc, bids_asc, bids_desc, or empty (Featured)
page	integer	Start from page number (0-indexed)
max_items_per_url	integer	Maximum items to collect per URL/search (default: 20, max: 200)
ignore_url_failures	boolean	If true, continues scraping if some URLs fail; if false, stops on failure

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Output Format

Example Output Record:

{
  "id": 128598429,
  "grade": {
    "category_type": null,
    "assembly_type": {
      "id": 2,
      "description": "No"
    },
    "missing_parts_type": {
      "id": 6,
      "description": "No"
    },
    "functional_type": {
      "id": 1,
      "description": "Yes"
    },
    "condition_type": {
      "id": 5,
      "description": "New"
    },
    "damage_type": {
      "id": 7,
      "description": "None"
    },
    "package_type": {
      "id": 5,
      "description": "Yes"
    },
    "rating": 5
  },
  "title": "Roland TD313 V-Drums | Compact 3 Series V-Drum Kit | V31 Sound Module | Advanced Sound Technology | Upgraded Pads & Accurate Cymbal Triggering | Integrated Coach Mode | Expanded I/O Features",
  "inventory_number": "1091463014",
  "photos": [
    {
      "url": "https://m.media-amazon.com/images/I/61FoHMuLbfL.jpg",
      "name": "https://m.media-amazon.com/images/I/61FoHMuLbfL.jpg",
      "full_path": "https://m.media-amazon.com/images/I/61FoHMuLbfL.jpg"
    },
    {
      "url": "https://firebasestorage.googleapis.com/v0/b/nellishr-cbba0.appspot.com/o/processing-photos%2F1091463014%2FtYTbBw1VMvYVTxOGMD8R5.jpeg?alt=media&token=e4e3a877-aef1-4e06-872e-09a68a969c35",
      "name": "tYTbBw1VMvYVTxOGMD8R5.jpeg",
      "full_path": "processing-photos/1091463014/tYTbBw1VMvYVTxOGMD8R5.jpeg"
    },
    {
      "url": "https://firebasestorage.googleapis.com/v0/b/nellishr-cbba0.appspot.com/o/processing-photos%2F1091463014%2Fe4Z7EUp7kF5Ub4PHsTwBF.jpeg?alt=media&token=9ba448d9-3a45-4230-a320-ff62587597d7",
      "name": "e4Z7EUp7kF5Ub4PHsTwBF.jpeg",
      "full_path": "processing-photos/1091463014/e4Z7EUp7kF5Ub4PHsTwBF.jpeg"
    }
  ],
  "retail_price": 1633.37,
  "notes": null,
  "bid_count": 15,
  "current_price": 302,
  "open_time": "2026-09-16T04:00:00.284Z",
  "close_time": "2026-09-17T01:24:00.000Z",
  "is_closed": false,
  "market_status": "open",
  "location": {
    "id": 4,
    "name": "SW Las Vegas",
    "offsite": false,
    "timezone": "America/Los_Angeles",
    "address": "6520 Westwind Rd, Ste 100",
    "city": "Las Vegas",
    "state": "NV",
    "zip_code": 89118
  },
  "origin_type": "revalidate",
  "extension_interval": 30,
  "initial_close_time": "2026-09-17T01:24:00.000Z",
  "project_extended": false,
  "not_returnable": false,
  "from_url": "https://nellisauction.com/search?Location+Name=SW+Las+Vegas"
}

Each product listing returns structured data across 17 fields:

Identification & Grading

Field	Meaning
ID	Unique Nellis Auction product identifier
Grade	Product condition grade (e.g., "A", "B", "C") or quality rating
Title	Product title/name as displayed
Inventory Number	Internal warehouse inventory SKU

Pricing & Value

Field	Meaning
Retail Price	Estimated manufacturer retail value
Current Price	Current bid or asking price
Bid Count	Number of bids received (auction activity indicator)

Visuals & Description

Field	Meaning
Photos	Array or count of product images available
Notes	Additional seller notes or product condition details

Auction Lifecycle

Field	Meaning
Open Time	When the auction/listing opened (timestamp)
Close Time	When the auction/listing closes (timestamp)
Initial Close Time	Original scheduled close time (before extensions)
Is Closed	Boolean flag: true if listing has closed
Project Extended	Boolean: true if close time was extended

Location & Category

Field	Meaning
Location	Auction warehouse or pickup location (e.g., "SW Las Vegas")
Origin Type	Product source category (e.g., "liquidation", "overstock", "closeout")

Market Status

Field	Meaning
Market Status	Current status: "Active", "Sold", "Ended", or other auction state
Extension Interval	If extended, the duration in minutes added to close time
Not Returnable	Boolean: true if item is non-returnable as-is

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How to Use

Quick Start (URL Mode)

1. Navigate Nellis Auction — Browse to nellisauction.com and perform a search with your desired filters
2. Copy search URLs — Grab the full URL from your browser (it will include encoded parameters)
3. Paste into scraper — Add URLs to the urls array in the input JSON
4. Set item limit — Adjust max_items_per_url (max 200 per URL)
5. Enable error tolerance — Set ignore_url_failures: true for bulk runs
6. Run scraper — Execute and monitor progress

Advanced (Filter Mode)

1. Define search criteria — Specify keyword, location, price_range, rating, sort_by
2. Set pagination — Use page parameter to scrape results starting from a specific page
3. Configure output — Set max_items_per_url to control dataset size
4. Run — Let the scraper generate search URLs and collect data automatically

Best Practices

• Combine modes strategically — Use URLs for specific searches, filter mode for exploratory scraping
• Monitor Bid Count & Price — High bid counts indicate competitive lots; combine with time remaining for market timing
• Check Returnability — Filter results where Not Returnable: false if you need flexible purchasing terms
• Use Location data — Some resellers prioritize shipping zones; filter by Location for regional analysis
• Sort by time remaining — Use time_remaining_asc to identify listings closing soon (good for last-minute deals)

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Use Cases & Business Value

• Sourcing optimization: Identify fast-moving products, price trends, and competitive lot pricing
• Reseller intelligence: Monitor competitor sourcing and adjust bidding strategies
• Price benchmarking: Compare retail vs. auction prices to calculate margins and ROI
• Inventory tracking: Track when specific product types become available
• Market research: Analyze liquidation patterns by category, location, and seller rating

The scraper transforms Nellis Auction's unstructured web interface into clean, analyzable data — enabling smarter sourcing decisions and faster deal identification than manual browsing.

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Conclusion

The Nellis Auction Product Search Scraper empowers resellers, wholesalers, and market analysts to turn auction listings into data-driven opportunities. Whether you're sourcing inventory, tracking prices, or researching market trends, this scraper delivers structured, actionable data in seconds. Start scraping today and unlock the full potential of Nellis Auction's inventory.