MercadoLibre Review Scraper

📌 What can you collect with MercadoLibre Review Scraper?

This template collects product reviews and details (Product, Product URL, Price, Rating,) from MercadoLibre by product URL.

Data is collected from Mercado Libre. Mercado Libre is a shopping or marketplace service where users discover products, compare offers, prices, ratings, and availability.

💰 Pricing

This template currently has no per-line charge.

📦 Output

MercadoLibre Review Scraper returns these fields:

• Page_URL
• Product_name
• Product_rating
• Product_rating_count
• Price
• Review_count
• AI_summary
• Review_content
• Review_date
• Like_count
• Rating

Example Data Preview:

{
  "Page_URL": "https://articulo.mercadolibre.com.ar/MLA-681768775-pc-armada-completa-cpu-computadora-i5-8gb-1tb-o-ssd-tareas-oficina-_JM?searchVariation=78665184058#is_advertising=true&searchVariation=78665184058&position=1&search_layout=grid&type=pad&tracking_id=63ea762a-0090-4226-bf68-ce0c0cded9ea&ad_domain=VQCATCORE_LST&ad_position=1&ad_click_id=NmViYWU4ZWEtNGM2Ny00YTQ0LWFlYTctNmZhOTdjOWI2NDNm",
  "Product_name": "Pc Armada Completa Cpu Computadora I5 8gb 1tb O Ssd Tareas Oficina",
  "Product_rating": "4.6",
  "Product_rating_count": "(136)",
  "Price": "378.685",
  "Review_count": "40 comentarios",
  "AI_summary": "Es un producto excelente que satisface las necesidades de trabajo de oficina y educación. Funciona rápido y tal cual la descripción del artículo. Además, destaca por su buen rendimiento y relación calidadprecio.",
  "Review_content": "Buenísimo y ya esta listo para trabajar, para burros como yo, esta muy bueno tiene todo instalado, muchas gracias.",
  "Review_date": "08 feb. 2023",
  "Like_count": "12",
  "Rating": "5"
}

🎯 Use Cases

• Compare products, prices, ratings, availability, and offers across collected pages.
• Monitor assortment and pricing changes over repeated runs.
• Build product URL or identifier lists for catalog and competitive research.
• Export structured product rows for reporting, enrichment, or downstream analysis.

🐙 Why Octoparse

• Ready-to-use Mercado Libre workflow: Enter mercadolibre Product URLs (up to 10,000), run MercadoLibre Review Scraper, and review the structured rows returned for each source record.
• Useful results: The returned Page URL, Product name, Product rating, Product rating count, Price, Review count, AI summary, Review content, Review date, and Like count fields support comparison, monitoring, and reusable data workflows.
• Local runs: Run this template locally with the Octoparse desktop app.
• Export and reuse: Export the rows to CSV, Excel, JSON, databases, or cloud storage, or send them to reporting and AI workflows through Octoparse APIs.

You can schedule recurring runs, export the collected data, and reuse it through Octoparse OpenAPI or the AgentTools API. Scheduling and API access may require a paid Octoparse plan.

📝 Input

• mercadolibre Product URLs (up to 10,000) (required): Enter one or more values, one per line.

🚀 How to Use

1. Open the template and select Try it or Start.
2. Complete the input fields listed above.
3. Run the task locally.
4. Review the output rows and export or process the structured data.

⚠️ Limitations

• MercadoLibre Review Scraper runs locally, so keep your computer and Octoparse open while the task is running.
• Fields such as Review date, Like count, and Rating can be empty when the source record does not provide them.

💡 Tips

• Start with one or a few inputs and review the returned rows before scaling the task.
• Use the most specific valid mercadolibre Product URLs (up to 10,000) to reduce unrelated or duplicate records.
• Use a stable URL or identifier from Page URL, Product name, Product rating, Product rating count, Price, Review count, AI summary, Review content, Review date, and Like count as the deduplication key when available.

❓ FAQ

Does MercadoLibre Review Scraper analyze the collected data?

No. It collects structured source data. Analysis can be performed after export or in a downstream reporting or AI workflow.

Can I schedule and export data collected by MercadoLibre Review Scraper?

Yes. You can schedule MercadoLibre Review Scraper as a local run and export the collected data from Octoparse. Keep your computer and Octoparse open during scheduled local runs. Scheduling may require a paid Octoparse plan.

How much does MercadoLibre Review Scraper cost?

This template is currently free of charge and has no per-line usage fee. Octoparse plan or resource limits may still apply.

🔗 Related Templates

• MercadoLibre Listing Pages Scraper (by URL) - Use MercadoLibre Listing Pages Scraper (by URL) first, then pass its url values into this template.
• Mercadolibre Listing Pages Scraper (Keywords) - Use Mercadolibre Listing Pages Scraper (Keywords) first, then pass its url values into this template.
• Google Maps Reviews Scraper - Use Google Maps Reviews Scraper for a comparable reviews collection scenario on another source.