Mercadolivremx Parser Spider

The Mercadolivremx Parser Spider is a powerful Apify Actor designed to scrape and extract product reviews from MercadoLibre Mexico (mercadolibre.com.mx). It efficiently collects detailed review data, including ratings, titles, bodies, dates, and images, enabling users to gather valuable insights from e-commerce platforms. This tool is ideal for businesses, researchers, and analysts seeking to analyze customer feedback and market trends.

Features

• Comprehensive Review Extraction: Captures full review details such as ratings, titles, bodies, dates, and associated images from MercadoLibre product pages.
• High Reliability: Utilizes robust scraping techniques with built-in error handling to ensure data accuracy and minimize failures.
• Proxy Support: Integrates with Apify's proxy rotation, including residential proxies, to bypass restrictions and maintain anonymity.
• Scalable Performance: Handles multiple URLs efficiently, supporting batch processing for large-scale data collection.
• Structured Output: Delivers clean, JSON-formatted data ready for integration into databases, analytics tools, or reports.
• Customizable Inputs: Allows flexible URL configuration to target specific products or categories.
• Real-Time Monitoring: Provides progress logs and run IDs for tracking and debugging.

Input Parameters

Parameter	Type	Required	Description	Example
Urls	array	Yes	An array of URLs pointing to MercadoLibre product review pages to scrape. Must be valid HTTP/HTTPS URLs.	["https://articulo.mercadolibre.com.mx/noindex/catalog/reviews/MLM2031633061/search?objectId=MLM2031633061&siteId=MLM&isItem=true&offset=0&limit=15&x-is-webview=false"]
proxy	object	No	Proxy configuration for routing requests, including Apify proxy settings with groups and country selection. Defaults to residential proxies in the US.	{"useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"], "apifyProxyCountry": "US"}

Example Usage

To run the Actor, provide input parameters in JSON format. Below is an example input:

{
  "Urls": [
    "https://articulo.mercadolibre.com.mx/noindex/catalog/reviews/MLM2031633061/search?objectId=MLM2031633061&siteId=MLM&isItem=true&offset=0&limit=15&x-is-webview=false"
  ],
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  }
}

Example output in JSON format:

[
  {
    "Review_Id": "1830050664",
    "Product_Id": "MLM2031633061",
    "Rating": 5,
    "Title": "excelente",
    "Body": "Esta robusta y tiene buenas funciones junto con la app, la recomiendo, puedes desbloquear mediante huella, tarjeta y código, también mediante la app con bluetooth mientras estés a unos 5 metros máximo, disculpen la instalación pero aún no ha sido resanada ni pintada la base pero ya quedó funcionando para su prueba y descripción.",
    "Date": "03-02-2025",
    "Full_Review": "excelente: Esta robusta y tiene buenas funciones junto con la app, la recomiendo, puedes desbloquear mediante huella, tarjeta y código, también mediante la app con bluetooth mientras estés a unos 5 metros máximo, disculpen la instalación pero aún no ha sido resanada ni pintada la base pero ya quedó funcionando para su prueba y descripción.",
    "Image_URLs": [
      "https://http2.mlstatic.com/D_NQ_NP_982383-MLA82227086969_022025-F.jpg",
      "https://http2.mlstatic.com/D_NQ_NP_786388-MLA81946094768_022025-F.jpg"
    ],
    "URL": "https://articulo.mercadolibre.com.mx/noindex/catalog/reviews/MLM2031633061/search?objectId=MLM2031633061&siteId=MLM&isItem=true&offset=0&limit=15&x-is-webview=false",
    "Crawled_Date": "01-14-2026",
    "actor_id": "vZdLTpAhmXM4flgOm",
    "run_id": "QKuniZQsmSCqWZfgE"
  }
]

Use Cases

• Market Research: Analyze customer sentiments and ratings to identify trends in product popularity on MercadoLibre.
• Competitive Intelligence: Monitor reviews of competitors' products to benchmark performance and uncover strengths/weaknesses.
• Price Monitoring: Track feedback related to pricing and value, aiding in dynamic pricing strategies.
• Content Aggregation: Collect and aggregate reviews for content creation, such as blog posts or social media insights.
• Academic Research: Gather data for studies on consumer behavior in e-commerce within the Mexican market.
• Business Automation: Automate review extraction for dashboards or alerts on new feedback for specific products.

Installation and Usage

1. Search for "Mercadolivremx Parser Spider" in the Apify Store
2. Click "Try for free" or "Run"
3. Configure input parameters
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 a JSON array of review objects, each containing structured fields for easy parsing. Key fields include:

• Review_Id: Unique identifier for the review.
• Product_Id: ID of the product being reviewed.
• Rating: Numerical rating (e.g., 1-5).
• Title: Review title.
• Body: Full text of the review.
• Date: Date of the review.
• Full_Review: Combined title and body.
• Image_URLs: Array of URLs to images attached to the review.
• URL: Source URL of the review page.
• Crawled_Date: Date when the data was scraped.
• actor_id and run_id: Metadata for tracking the Actor run.

Data is reliable and formatted for direct use in tools like Excel, Google Sheets, or databases.

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!