Wish Product Scraper

Introduction

The Wish Product Scraper is a powerful Apify Actor designed to extract detailed product information from Wish.com, one of the world's largest online marketplaces. It automates the collection of comprehensive data such as product titles, descriptions, prices, ratings, reviews, and merchant details, enabling users to gather insights efficiently without manual browsing. Ideal for e-commerce professionals, researchers, and businesses seeking to analyze trends, monitor competitors, or aggregate content at scale.

Features

• Comprehensive Data Extraction: Scrapes key product details including titles, descriptions, images, prices, ratings, reviews, and shipping info.
• High Reliability: Built on PlaywrightCrawler for robust handling of dynamic web content and anti-scraping measures.
• Scalable Performance: Processes multiple URLs concurrently, supporting large-scale data collection with minimal overhead.
• Structured Output: Delivers clean, JSON-formatted data ready for integration into databases, analytics tools, or spreadsheets.
• Merchant Insights: Includes detailed merchant ratings and profiles for deeper market analysis.
• Review Aggregation: Captures full review histories with ratings, comments, dates, and user verification status.
• Flexible Input: Accepts a list of start URLs for targeted or broad scraping campaigns.

Input Parameters

Parameter	Type	Required	Description	Example
startUrls	array	Yes	An array of URLs to start scraping from. Each URL should point to a Wish product page.	[{"url": "https://www.wish.com/product/5763ebdc907cd80f87cd8c0a"}]

Example Usage

Input

{
  "startUrls": [
    {
      "url": "https://www.wish.com/product/5763ebdc907cd80f87cd8c0a"
    }
  ]
}

Output

[
  {
    "productId": "5763ebdc907cd80f87cd8c0a",
    "url": "https://www.wish.com/product/5763ebdc907cd80f87cd8c0a",
    "title": "Red Dot Laser Sight Tactical 20mm Standard Weaver Rail for Pistol Gun Rifle(Color: Black)",
    "description": "Red Dot Laser Sight Tactical 20mm Standard Weaver Rail for Pistol Gun Rifle(Color: Black)\n\n100% brand new.\nClear and super bright laser dot sight\nDirect clamp-on installation, quick release\nSuitable for fast aiming and shooting at stationary and moving objects\nConstructed of durable aircraft aluminum alloy\nOutput power: <5MW (class IIIa 532nm\nUser-adjusted Windage and Elevation\nAmbidextrous on/off switch\nFits most makes of pistols with a front weaver/pica tinny rail with crossbar slot, 20mm \n\nmount.\nWeight: 45g\nSize: 58mm * 27mm * 21mm \nPackage Includes:\n1 x Tactical Compact Pistol Red Laser Sight\n2 x Allen Wrenches\n1 x AG12 Battery",
    "rating": 4.011494252873563,
    "ratingCount": "87 item ratings",
    "mainImage": "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-large.jpg?cache_buster=d9291f011b626983c513970a69896e61",
    "extraImages": [
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-1-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-2-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-3-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-4-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-5-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-6-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-7-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-8-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-9-small.jpg",
      "https://canary.contestimg.wish.com/api/webimage/5763ebdc907cd80f87cd8c0a-10-small.jpg"
    ],
    "price": {
      "current": 11.86,
      "original": 11.86,
      "currency": "USD",
      "localized": 11.86,
      "shipping": 4.77,
      "total": 16.63
    },
    "merchant": {
      "name": "Shenzhen WuY Technology Co. Ltd",
      "rating": 4.22463943276126,
      "ratingCount": "24822 merchant ratings",
      "id": "53a050c946188e170800d9c7"
    },
    "shipping": {
      "timeString": "Nov 27\u2013Dec 18",
      "shipsFrom": "Overseas",
      "minDays": 10,
      "maxDays": 31
    },
    "reviews": [
      {
        "rating": 5,
        "comment": "Real nice order two for one for each gun thank you wish",
        "date": "March 5, 2021",
        "userName": "Donald",
        "verified": true,
        "images": [
          "6042b0b38033bf33b80a389c"
        ]
      },
      {
        "rating": 5,
        "comment": "Have same on my pistol bought more expensive one for my ar tossed it bought this for my ar slim line on off switch just like my pistol soviet love it",
        "date": "February 19, 2021",
        "userName": "Dennis",
        "verified": true,
        "images": []
      },
      {
        "rating": 1,
        "comment": "Regular not on front door but it\u2019s ok ",
        "date": "January 31, 2021",
        "userName": "Marcos",
        "verified": true,
        "images": [
          "601633ceffa216889a0a9b87"
        ]
      },
      {
        "rating": 2,
        "comment": "Arrived and received,  no instructions for unit, had to figure out how to turn on and off unit.\nReally needs instructions  and to adjust then laser needs instructions as well.",
        "date": "June 11, 2020",
        "userName": "Edward",
        "verified": true,
        "images": []
      },
      {
        "rating": 5,
        "comment": "F\u00fcr den Preis gibt es nichts zu meckern und mein RAM wirkt gleich doppelt so Cool!\nDas Justieren des Lasers war auch easy. ",
        "date": "February 7, 2021",
        "userName": "Stephan",
        "verified": true,
        "images": [
          "601fc40f8033bf33b8dd5f56"
        ]
      }
    ],
    "reviewCount": 5,
    "availability": {
      "inStock": false,
      "inventory": 0
    },
    "returnPolicy": "You can initiate a return or refund on items within 30 days of delivery",
    "scrapedAt": "2025-11-17T07:36:38.314Z"
  }
]

Use Cases

• Market Research: Analyze product trends, pricing strategies, and consumer preferences across categories.
• Competitive Intelligence: Monitor competitor products, reviews, and merchant performance to inform business strategies.
• Price Monitoring: Track price changes and availability for dynamic pricing models or resale opportunities.
• Content Aggregation: Build databases of product listings for content creation, comparison sites, or affiliate marketing.
• Academic Research: Collect data for studies on e-commerce, consumer behavior, or global trade patterns.
• Business Automation: Automate data feeds for inventory management, supplier vetting, or sales forecasting.

Installation and Usage

1. Search for "Wish Product Scraper" in the Apify Store.
2. Click "Try for free" or "Run".
3. Configure input parameters (e.g., add start URLs).
4. Click "Start" to begin extraction.
5. Monitor progress in the log.
6. Export results in your preferred format (JSON, CSV, Excel).

Output Format

The Actor outputs data in JSON format, with each item representing a scraped product. Key fields include productId, url, title, description, rating, price (with subfields for current, original, shipping, etc.), merchant details, shipping info, reviews array (containing rating, comment, date, etc.), availability, and scrapedAt timestamp. This structured format ensures easy parsing and integration.

Support

For custom/simplified outputs or bug reports, please contact:

• Email: support@getdataforme.com
• Subject line: "custom support"
• Contact form: https://getdataforme.com/contact/

We're here to help you get the most out of this Actor!