MercadoLibre Reviews Scraper 🛍️

MercadoLibre Reviews Scraper 🛍️

by easyapi

Scrape MercadoLibre product reviews for ratings, comments, and dates. Perfect for market research, sentiment analysis, and monitoring customer feedback across Latin America.

267 runs
17 users
Try This Actor

Opens on Apify.com

About MercadoLibre Reviews Scraper 🛍️

Need to understand what customers really think about products on MercadoLibre? This scraper pulls all the review data you're looking for, straight from Latin America's biggest online marketplace. I've used it to gather ratings, written comments, dates of each review, and even how users interact with reviews (like helpfulness votes). It's the kind of detailed feedback that's gold for figuring out why a product is selling or where it's falling short. It's perfect for a few key jobs. If you're doing market research, you can track sentiment and common complaints over time. For brand monitoring, it helps you keep a pulse on your own products or your competitors'. And if you're into data analysis, you get clean, structured data ready for your models. The setup is straightforward—just point it at the product page URLs you're interested in. You'll get a dataset or JSON that slots right into your existing workflows, no fuss. It saves you the massive headache of trying to collect this manually across thousands of listings.

What does this actor do?

MercadoLibre Reviews Scraper 🛍️ is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.

Key Features

  • Cloud-based execution - no local setup required
  • Scalable infrastructure for large-scale operations
  • API access for integration with your applications
  • Built-in proxy rotation and anti-blocking measures
  • Scheduled runs and webhooks for automation

How to Use

  1. Click "Try This Actor" to open it on Apify
  2. Create a free Apify account if you don't have one
  3. Configure the input parameters as needed
  4. Run the actor and download your results

Documentation

MercadoLibre Reviews Scraper

Overview

This actor scrapes customer reviews from MercadoLibre product pages. It extracts structured review data for market research, sentiment analysis, and competitive intelligence.

Key Features

  • Extracts review content: ratings (1-5 stars), titles, full comments, and publication dates.
  • Collects metadata: review IDs, helpful vote counts, and user interaction metrics.
  • Handles multiple product URLs in a single run.
  • Manages pagination and infinite scroll automatically.
  • Includes stealth mechanisms to avoid detection.
  • Outputs structured JSON for easy analysis.

How to Use

Configure the actor with a JSON input specifying the product URLs and optional limits. The actor will scrape all available reviews for each URL.

Input

Provide an input object with a productUrls array and an optional maxItems limit.

{
  "productUrls": [
    "https://www.mercadolibre.com.ar/drinkpops-coffee-vaso-blanco-510-ml/p/MLA26800601"
  ],
  "maxItems": 30
}

Output

Results are saved to a dataset in your Apify storage. You can download them as JSON, JSONL, Excel, CSV, HTML, or XML. Each review includes:

  • id and type
  • rating (1-5)
  • title and comment objects with text
  • date of publication
  • actions array (e.g., "like" counts)
  • Metadata like aria_label and accessibility text

Output Sample (JSON excerpt)

[
  {
    "id": 1218026027,
    "type": "REVIEW",
    "rating": 4,
    "title": { "text": "muy bueno" },
    "comment": {
      "content": { "text": "Muy bueno relación precio calidad..." },
      "date": "28 may. 2024"
    },
    "actions": [
      {
        "id": "LIKE",
        "text": "Es útil",
        "value": 2
      }
    ],
    "aria_label": "Calificación 4 de 5"
  }
]

Related Actors

Categories

ECOMMERCE INTEGRATIONS OTHER

Common Use Cases

Market Research

Gather competitive intelligence and market data

Lead Generation

Extract contact information for sales outreach

Price Monitoring

Track competitor pricing and product changes

Content Aggregation

Collect and organize content from multiple sources

Ready to Get Started?

Try MercadoLibre Reviews Scraper 🛍️ now on Apify. Free tier available with no credit card required.

Start Free Trial

Actor Information

Developer
easyapi
Pricing
Paid
Total Runs
267
Active Users
17

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