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Costco Product Details Scraper: Complete Product Data Extraction Tool

Introduction

Costco Wholesale Corporation stands as one of the world's largest membership-only warehouse clubs, offering an extensive catalog of products ranging from electronics and appliances to groceries and household essentials. For businesses engaged in competitive analysis, market research, or pricing strategy, accessing detailed product information from Costco's platform is crucial for understanding product features, pricing structures, and market positioning.

The challenge lies in Costco's sophisticated web architecture. Like most modern e-commerce websites, Costco relies on single-page applications (SPAs) that dynamically load content using XHR/Ajax requests instead of delivering fully rendered HTML from the server. This complexity, combined with advanced anti-bot protection systems, makes manual data extraction time-consuming and often ineffective for large-scale operations.

Our Costco Product Details Scraper addresses these challenges by providing a robust, automated solution that can extract comprehensive product data efficiently while respecting the platform's technical constraints.

Comprehensive Scraper Overview

The Costco Product Details Scraper is a sophisticated data extraction tool designed to harvest detailed product information from both Costco.com and Costco.ca websites. This scraper extracts comprehensive product details, including product names, SKUs, model numbers, prices, customer ratings, and complete feature lists, delivering all data in clean JSON format for immediate integration with your systems.

Key Strengths and Advantages:

• Multi-Region Support: Seamlessly handles both US (Costco.com) and Canadian (Costco.ca) versions of the website
• Advanced Anti-Bot Protection: Utilizes residential proxies and intelligent request patterns to avoid detection
• Dynamic Content Handling: Successfully processes JavaScript-rendered content and AJAX-loaded product information
• Comprehensive Data Extraction: Captures over 20 different product attributes and metadata points
• Scalable Architecture: Supports batch processing of multiple product URLs with configurable retry mechanisms
• Real-Time Processing: Provides up-to-date product information as it appears on the live website

Target Users:

• E-commerce businesses conducting competitive pricing analysis
• Market researchers studying retail trends and product positioning
• Price monitoring services and comparison shopping platforms
• Inventory management systems requiring real-time product data
• Business intelligence teams analyzing wholesale and retail market dynamics

Input and Output Format Details

Example url 1: https://www.costco.com/roland-frp-nuvola-ex-digital-piano-bundle.product.4000385725.html

Example url 2: https://www.costco.com/roland-rp750-digital-piano-bundle.product.4000229276.html

Example url 3: https://www.costco.ca/singing-machine-ultimate-karaoke-party-system-with-vocal-removal-%2526-2-charging-mics.product.4000371572.html

Example Screenshot of product information page:

Input Format

The scraper accepts a JSON configuration specifying the product URLs to extract data from, along with proxy settings and retry parameters:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "urls": [ // Links to product information pages.
    "https://www.costco.com/roland-frp-nuvola-ex-digital-piano-bundle.product.4000385725.html",
    "https://www.costco.com/roland-rp750-digital-piano-bundle.product.4000229276.html",
    "https://www.costco.ca/singing-machine-ultimate-karaoke-party-system-with-vocal-removal-%2526-2-charging-mics.product.4000371572.html"
  ]
}

Input Parameters Explained:

• max_retries_per_url: Defines the maximum number of retry attempts for each URL in case of temporary failures or network issues
• proxy configuration: Essential for avoiding bot detection; residential proxies from the target country provide the most natural browsing patterns
• urls array: Contains the complete product page URLs from Costco's website (.com, .ca) that you want to scrape

Requirements and Limitations:

• URLs must be complete product page links (not category or search pages)
• Maximum recommended batch size: 100 URLs per request for optimal performance
• Proxy usage is highly recommended to ensure consistent access

Output Format

You get the output from the Costco Product Details Page Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of product information
  {
  "description": "<p>With Apple TV 4K (3rd generation) and the Siri Remote, you can enjoy your favorite content&nbsp;in rich cinematic quality with 4K Dolby Vision and HDR10+,1 and experience immersive&nbsp;sound with Dolby Atmos. The&nbsp;powerful A15 Bionic chip and intuitive tvOS experience&nbsp;combine to transform your living room into an entertainment powerhouse with shows,&nbsp;movies, sports, music, games, apps, and more. And Apple TV 4K&nbsp;seamlessly brings&nbsp;together all your Apple services and devices. So you can use iPhone to set up your Apple&nbsp;TV, listen privately with AirPods, and even ask Siri to find you something new to watch.</p>&nbsp;<p></p><p></p><p><strong>Powerful hardware</strong></p><ul><li>A15 Bionic chip delivers up to 50 percent more CPU performance&nbsp;than the previous Apple TV 4K, so everything feels faster and more&nbsp;responsive</li><li>With up to 30 percent more GPU performance, you&rsquo;ll notice&nbsp;smoother graphics and gameplay</li><li>64GB and 128GB storage options mean you can store more apps&nbsp;and games for the whole family</li><li>802.11ax Wi-Fi 6 with MIMO and simultaneous dual band (2.4GHz&nbsp;and 5GHz) delivers fast, high-quality streaming</li><li>Bluetooth 5.0 wireless technology connects Apple TV to game&nbsp;controllers, Bluetooth headphones, and AirPods<sup>2</sup></li><li>Gigabit Ethernet on the Wi-Fi + Ethernet model provides a highspeed wired connection<sup>3</sup></li></ul>&nbsp;<p></p><p></p><p></p><p></p><p></p><p><strong>Incredible picture quality</strong></p><ul><li>4K offers four times the pixels of HD for sharper pictures</li><li>Supports HDR10+ and Dolby Vision, so you&rsquo;ll notice brighter, more&nbsp;vibrant colors and great detail on more TVs<sup>1</sup></li><li>With innovative Color Balance, just point your iPhone at your TV&nbsp;screen, and Apple TV automatically adjusts video output for more&nbsp;accurate colors<sup>4</sup></li></ul>&nbsp;<p></p><p></p><p></p><p></p><p></p><p><strong>The best shows, movies, sports, and live TV</strong></p><ul><li>Enjoy great content from apps like Disney+, HBO Max, Amazon Prime&nbsp;Video, Netflix, and ESPN&mdash;and Apple TV+<sup>5</sup></li><li>Subscribe to pay TV providers for live channels and thousands of&nbsp;on-demand programs<sup>6</sup></li><li>The Apple TV app remembers your favorite shows and offers&nbsp;handpicked recommendations, plus selections for the entire family&nbsp;with For All of You</li></ul>&nbsp;<p></p><p></p><p></p><p></p><p></p><p><strong>Immersive sound</strong></p><ul><li>Supports rich Dolby Atmos, 5.1, and 7.1 audio<sup>7</sup></li><li>Connect a single HomePod mini or a stereo pair to Apple TV 4K for&nbsp;room-filling sound</li><li>Share a private listening experience on up to two sets of AirPods</li></ul>&nbsp;<p></p><p></p><p></p><p></p><p></p><p><strong>Apple services on the big screen<sup>5</sup></strong></p><ul><li>Enjoy award-winning Apple Originals on Apple TV+</li><li>Transform your living room into a fitness studio with workouts on&nbsp;Apple Fitness+</li><li>Play fun games with the whole family on Apple Arcade, with support&nbsp;for PlayStation, Xbox, and MFi controllers<sup>2</sup></li><li>Listen to over 100 million songs with Apple Music</li><li>Choose from apps across categories like Entertainment, Sports,&nbsp;News, Games, Fitness, and more on the App Store</li></ul>&nbsp;<p></p><p></p><p></p><p></p><p><strong>Big-screen companion for your favorite devices</strong></p><ul><li>Use AirPlay to share from iPhone, iPad, or Mac</li><li>Watch movies or shows with anyone using SharePlay</li><li>With iCloud Shared Photo Library, relive your family&rsquo;s adventures and&nbsp;include everyone&rsquo;s photos on the screen</li><li>Ask Siri on iPhone or HomePod mini to play a movie or TV show on&nbsp;Apple TV 4K, and then control the playback</li><li>Use iPhone to control Apple TV 4K, enter text or share passwords,&nbsp;authorize purchases, and sign in to supported apps with Touch ID or&nbsp;Face ID</li><li>Control your HomeKit accessories and get notifications with live&nbsp;camera feed and face recognition</li></ul>&nbsp;<p></p><p></p><p></p><p><strong>Smart home hub</strong><br />On Apple TV 4K (Wi-Fi + Ethernet), Thread reliably and securely&nbsp;connects your smart home accessories directly to Apple TV 4K<sup>3</sup><br />With Matter support on both models, you can easily use many&nbsp;different compatible smart home products and platforms<sup>8</sup></p>&nbsp;<p></p><p><strong>Siri Remote</strong></p><ul><li>Comfortable design fits perfectly in your hand and features USB-C&nbsp;for charging</li><li>Touch clickpad with five-way navigation provides precise control for&nbsp;fast, fluid gestures</li><li>Use the Siri button for voice search and control<br />&nbsp;</li></ul><p><strong>In The Box</strong></p><ul><li>Apple&nbsp;TV&nbsp;4K</li><li>Siri&nbsp;Remote</li><li>Power cord</li><li>Documentation</li></ul><strong>Essential additions</strong><ul><li>HDMI cable <strong>NOT&nbsp;</strong>included</li></ul><p></p><p><span style=\"font-size:14px;\"><sup>1&nbsp;</sup>Works&nbsp;with&nbsp;compatible&nbsp;content&nbsp;in&nbsp;supported&nbsp;apps.&nbsp;Not&nbsp;all&nbsp;content&nbsp;is&nbsp;available&nbsp;in&nbsp;4K,&nbsp;4K&nbsp;HDR,&nbsp;HDR10+,&nbsp;or&nbsp;Dolby&nbsp;Vision.&nbsp;4K&nbsp;resolution&nbsp;requires&nbsp;4K-&nbsp;capable&nbsp;TV.&nbsp;&nbsp;<sup>2&nbsp;</sup>Game&nbsp;controllers&nbsp;work&nbsp;with&nbsp;select&nbsp;games&nbsp;and&nbsp;are sold&nbsp;separately. Availability may vary by country or region. <sup>3</sup> Thread and Gigabit Ethernet only available on Apple TV 4K (3rd generation) Wi-Fi + Ethernet. <sup>4</sup> Requires iPhone with Face ID and iOS 14.5 or later. <sup>5</sup> Subscriptions&nbsp;required. <sup>6 </sup>Subscription may be required to access some content. Live sports subject to blackouts. Title and application availability subject to change. Some applications are not available in all areas. <sup>7</sup> Accessing Dolby&nbsp;Atmos features requires Dolby Atmos-capable devices. Not all content is available in 5.1 and 7.1 surround sound or Dolby Atmos audio. Playback quality will depend on hardware and&nbsp;internet&nbsp;connection. <sup>8</sup> Matter&nbsp;accessories require a home hub, such as an Apple TV or HomePod device.</span></p>",
  "model_numbers": [
    "1707318"
  ],
  "attributes_order": [
    "AVAILABILITY"
  ],
  "attributes": {
    "a_v_a_i_l_a_b_i_l_i_t_y": {
      "id": "AVAILABILITY",
      "values": [
        {
          "value": "True",
          "locale": null
        }
      ]
    }
  },
  "name": "Apple TV 4K 128GB (3rd Generation) - Wi-Fi + Ethernet",
  "image_url": "https://bfasset.costco-static.com/U447IH35/as/snvb6qr4brr43z2nxm3xbg4/1707318-847__1?auto=webp&format=jpg&width=700&height=700&fit=bounds&canvas=700,700",
  "id": "4000094111",
  "category_id": "124502",
  "brand_external_id": "1ujfka2vischamg52r4crp5z3",
  "brand": {
    "id": "1ujfka2vischamg52r4crp5z3",
    "name": "Apple"
  },
  "active": true,
  "product_page_url": "http://www.costco.com//.product.4000094111.html",
  "disabled": false,
  "eans": null,
  "story_ids": [],
  "isbns": null,
  "question_ids": [],
  "review_ids": [],
  "manufacturer_part_numbers": [],
  "family_ids": [],
  "upcs": null,
  "review_statistics": {
    "first_submission_time": "2022-11-08T18:49:31.000+00:00",
    "last_submission_time": "2025-06-08T16:14:32.000+00:00",
    "not_recommended_count": 33,
    "total_review_count": 1198,
    "not_helpful_vote_count": 99,
    "average_overall_rating": 4.752086811352254,
    "recommended_count": 356,
    "featured_review_count": 0,
    "helpful_vote_count": 524,
    "rating_distribution": [
      {
        "rating_value": 5,
        "count": 1035
      },
      {
        "rating_value": 4,
        "count": 95
      },
      {
        "rating_value": 3,
        "count": 29
      },
      {
        "rating_value": 1,
        "count": 27
      },
      {
        "rating_value": 2,
        "count": 12
      }
    ],
    "ratings_only_review_count": 766,
    "context_data_distribution": {},
    "context_data_distribution_order": [],
    "tag_distribution": {},
    "tag_distribution_order": [],
    "overall_rating_range": 5,
    "secondary_ratings_averages_order": [],
    "secondary_ratings_averages": {},
    "intelligent_trust_mark_display_eligible": true
  },
  "total_review_count": 1198,
  "qa_statistics": null,
  "total_question_count": 0,
  "total_answer_count": 0,
  "filtered_review_statistics": {
    "first_submission_time": "2022-11-08T18:49:31.000+00:00",
    "last_submission_time": "2025-06-08T16:14:32.000+00:00",
    "not_recommended_count": 33,
    "total_review_count": 1198,
    "not_helpful_vote_count": 99,
    "average_overall_rating": 4.752086811352254,
    "recommended_count": 356,
    "featured_review_count": 0,
    "helpful_vote_count": 524,
    "rating_distribution": [
      {
        "rating_value": 5,
        "count": 1035
      },
      {
        "rating_value": 4,
        "count": 95
      },
      {
        "rating_value": 3,
        "count": 29
      },
      {
        "rating_value": 1,
        "count": 27
      },
      {
        "rating_value": 2,
        "count": 12
      }
    ],
    "ratings_only_review_count": 766,
    "context_data_distribution": {},
    "context_data_distribution_order": [],
    "tag_distribution": {},
    "tag_distribution_order": [],
    "overall_rating_range": 5,
    "secondary_ratings_averages_order": [],
    "secondary_ratings_averages": {}
  },
  "filtered_qa_statistics": null
}, // ... Many other product details
]

The scraper returns a comprehensive JSON object containing detailed product information. Here's the complete output structure with explanations:

Core Product Information:

• Name: The official product title as displayed on Costco's website
• Description: Detailed product description including features and specifications
• Model Numbers: Manufacturer's model identification numbers
• Brand: Product manufacturer or brand name
• Brand External ID: Costco's internal brand identifier for database operations

Identification and Cataloging:

• ID: Costco's unique internal product identifier
• Category ID: Numerical identifier linking the product to Costco's category system
• Product Page URL: The canonical URL for the product page
• UPCs: Universal Product Codes for retail identification and inventory systems
• EANs: European Article Numbers for international product identification
• ISBNs: International Standard Book Numbers (applicable for books and publications)
• Manufacturer Part Numbers: Original manufacturer's part identification numbers

Product Attributes and Organization:

• Attributes: Key-value pairs containing product specifications (size, color, capacity, etc.)
• Attributes Order: Defines the display sequence of product attributes
• Family IDs: Groups related products (different sizes/colors of the same item)
• Story IDs: Links to product narrative content or promotional materials

Inventory and Availability:

• Active: Boolean indicating if the product is currently available for purchase
• Disabled: Status indicating if the product listing is temporarily disabled

Customer Engagement Data:

• Review IDs: Identifiers for individual customer reviews
• Review Statistics: Aggregated review metrics including average ratings and sentiment analysis
• Total Review Count: Total number of customer reviews for the product
• Filtered Review Statistics: Review metrics with spam/fake reviews filtered out
• Question IDs: Identifiers for customer questions in the Q&A section
• Q&A Statistics: Metrics related to customer questions and answers
• Total Question Count: Number of customer questions asked
• Total Answer Count: Number of responses provided to customer questions
• Filtered Q&A Statistics: Q&A metrics with low-quality content filtered out

Visual Assets:

• Image URL: High-resolution primary product image link for display purposes

Each field serves specific business purposes: pricing data enables competitive analysis, review statistics inform quality assessment, inventory status supports availability tracking, and detailed specifications facilitate product comparison and categorization.

Step-by-Step Usage Guide

Preparation Phase:

1. URL Collection: Gather the complete product page URLs from Costco's website. Ensure these are direct product pages, not category or search result pages.

2. Proxy Configuration: Select appropriate proxy settings based on your target market. For US products, use US-based residential proxies; for Canadian products, use Canadian proxies.

3. Batch Planning: Group your URLs into manageable batches (recommended: 50-100 URLs per batch) to ensure optimal processing speed and reliability.

Execution Steps:

1. Format your input JSON with the collected URLs and proxy settings
2. Submit the request through the scraper interface
3. Monitor the processing status through the provided dashboard or API endpoints
4. Download the completed results in JSON format once processing is complete

Best Practices and Tips:

• Timing Strategy: Schedule scraping during off-peak hours (typically early morning US time) to reduce the likelihood of rate limiting
• URL Validation: Verify that all URLs are accessible and lead to active product pages before submitting
• Proxy Rotation: Use diverse proxy locations when scraping large datasets to maintain natural browsing patterns
• Data Validation: Implement post-processing checks to verify data completeness and accuracy

Common Error Handling:

• Network Timeouts: Increase the max_retries_per_url parameter for unstable connections
• Blocked Requests: Switch to residential proxies if datacenter proxies are being blocked
• Missing Data: Some fields may be empty for certain products; this is normal and reflects the actual website content
• URL Format Errors: Ensure URLs include the complete path including the .html extension

Business Benefits and Practical Applications

Time and Resource Efficiency: Manual data collection from Costco's extensive product catalog would require hundreds of hours for even a modest dataset. Our scraper can process thousands of product pages in a fraction of the time, freeing your team to focus on analysis and strategic decision-making rather than data gathering.

Real-World Applications:

Competitive Pricing Intelligence: Retailers use Costco product data combined with other retail data for analysis to create a clear picture of the market at large, making it easier to discover their place within it and find the perfect price point in relation to the competition.

Market Research and Trend Analysis: Product and price data extraction aids in scraping significant trends as well as monitoring competitor's strategies, allowing businesses to forecast future trends and gain transparency among purchasing customers, marketplaces, and competitors.

Inventory and Demand Planning: Access to real-time availability data and historical pricing trends enables better inventory management decisions and demand forecasting.

Product Development Insights: Detailed specifications and customer review analysis provide valuable feedback for product development and feature prioritization.

Quantifiable Business Value:

• Reduce data collection time by 95% compared to manual methods
• Enable real-time competitive pricing strategies
• Support data-driven product development decisions
• Improve market positioning through comprehensive competitive analysis
• Enhance customer experience through better product information management

Conclusion

The Costco Product Details Scraper provides an essential competitive advantage for businesses operating in today's data-driven retail environment. By automating the complex process of product data extraction from one of the world's largest wholesale retailers, this tool enables organizations to make informed decisions based on comprehensive, real-time market intelligence.

Whether you're optimizing pricing strategies, conducting market research, or enhancing your product catalog, this scraper delivers the detailed, structured data you need to stay ahead of the competition. Start leveraging Costco's vast product database today to drive your business growth and strategic planning initiatives.

Related Actors

• Costco Product Search Scraper (.com, .ca): A specialized data extraction solution engineered to harvest comprehensive product information from Costco's marketplace.

• Costco Product Search Scraper (.kr, .jp, .au, .uk, .is, .mx, .tw): A specialized data extraction solution engineered to harvest comprehensive product information from Costco's marketplace.

• Costco Product Details Scraper (.kr, .jp, .au, .uk, .is, .mx, .tw): A specialized data extraction solution engineered to harvest comprehensive product information from Costco's marketplace.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Costco Product Details Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.