Mercadolivre Reviews Spider

Mercadolivre Reviews Spider

Introduction

The Mercadolivre Reviews Spider is an Apify Actor that extracts customer reviews from product pages on Mercado Livre. It collects detailed review data, including ratings, review text, and product details, in a structured JSON format. Ideal for market research, sentiment analysis, or competitor monitoring, this actor processes provided URLs efficiently.

Input Parameters

The actor accepts the following input parameters:

Parameter	Type	Description	Required
Urls	Array	List of Mercado Livre product page URLs to scrape reviews from (e.g., https://www.mercadolivre.com.br/huggies-fralda-descartavel-maxima-proteco-g-66-un/p/MLB20133824#reviews).	Yes
proxyConfiguration	Object	Proxy settings for the actor. Recommended to use {"useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"]} for reliable scraping.	Yes

Example Input

{
    "Urls": [
        "https://www.mercadolivre.com.br/huggies-fralda-descartavel-maxima-proteco-g-66-un/p/MLB20133824#reviews"
    ],
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
}

Features

• Detailed Review Scraping: Extracts comprehensive review data, including product ID, review ID, rating, title, and body.
• Multi-URL Support: Processes multiple product URLs in a single run for efficient data collection.
• Proxy Integration: Uses Apify’s proxy system to ensure reliable and anonymous scraping.
• Structured JSON Output: Delivers clean, organized data for seamless integration into analysis tools.
• Robust Error Handling: Manages page errors and timeouts to maintain consistent performance.

Output

The actor outputs a JSON array with review details for each product. Below is an example output:

[
  {
    "Product_Id": "MLB20133824",
    "Review_Id": 544851423,
    "Rating": 5,
    "Title": "excelente",
    "Body": "Super compensa comprar pela internet, ana clara ostentando com sua fralda e toalha umidecidas.",
    "Sentiment": null,
    "Section": "",
    "Higher_Topic": null,
    "Granular_Topic": null,
    "Source": "Mercado Livre",
    "Full_Review": "excelente: Super compensa comprar pela internet, ana clara ostentando com sua fralda e toalha umidecidas.",
    "Review_Type": "Product Review",
    "Title_Trans": "excelente",
    "Body_Trans": "Super compensa comprar pela internet, ana clara ostentando com sua fralda e toalha umidecidas.",
    "Full_Review_Trans": "excelente: Super compensa comprar pela internet, ana clara ostentando com sua fralda e toalha umidecidas.",
    "Product_Name_Trans": "Huggies Fralda Descartável Máxima Proteção G - 66 Un",
    "Product_Segment": null,
    "Gender": "Unisex",
    "Product_Segment2": null,
    "Year_Quarter": "2023-Q3",
    "Sub_Brand": "Huggies",
    "Format": null,
    "Country": "Brazil",
    "Date": "25 Jul 2023",
    "Product_Name": "Huggies Fralda Descartável Máxima Proteção G - 66 Un",
    "Brand": "Huggies",
    "URL": "https://www.mercadolivre.com.br/huggies-fralda-descartavel-maxima-proteco-g-66-un/p/MLB20133824#reviews",
    "Crawled_Date": "07-27-2025"
  }
]

Use Cases

• Market Research: Analyze customer reviews to assess product popularity and consumer preferences.
• Sentiment Analysis: Extract review data for sentiment analysis to understand customer satisfaction.
• Competitor Benchmarking: Compare reviews across similar products to identify market trends.
• Product Strategy: Leverage customer feedback to guide product improvements or marketing campaigns.

Support

For bug reports or custom needs, contact support@getdataforme.com or use our contact form: https://getdataforme.com/contact/.
Please include a clear subject line in your message, such as "Mercadolivre Reviews Spider Support."