MercadoLibre Reviews Scraper 🛍️

Extract comprehensive review data from MercadoLibre product pages with this powerful scraper. Get detailed insights into customer feedback, ratings, and engagement metrics to enhance your market research and product analysis.

Features ✨

• Extract detailed review content including ratings, titles, and full comments
• Collect review metadata such as posting dates and user interactions
• Support for multiple product URLs in a single run
• Automatic pagination handling and infinite scroll support
• Built-in stealth and anti-detection mechanisms
• Structured JSON output for easy data analysis

Use Cases 🎯

• Market Research & Analysis
• Customer Sentiment Analysis
• Product Performance Monitoring
• Competitive Intelligence
• Customer Feedback Collection
• E-commerce Analytics

Output Data Structure 📊

The actor provides comprehensive review data including:

• Review ID and type
• Rating score (1-5 stars)
• Review title and full comment
• Publication date
• Helpful votes count
• User interaction metrics
• Review reporting options

Input Example

A full explanation of an input example in JSON.

1{
2    "productUrls": [
3        "https://www.mercadolibre.com.ar/drinkpops-coffee-vaso-blanco-510-ml/p/MLA26800601#polycard_client=search-nordic&searchVariation=MLA26800601&wid=MLA1427988225&position=24&search_layout=stack&type=product&tracking_id=76c139d1-d081-4378-bba9-4145f2f056ae&sid=search"
4    ],
5    "maxItems": 30
6}

Output sample

The results will be wrapped into a dataset which you can always find in the Storage tab. Here's an excerpt from the data you'd get if you apply the input parameters above:

And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML.

1[
2    {
3        "id": 1218026027,
4        "type": "REVIEW",
5        "variant": "",
6        "rating": 4,
7        "title": {
8            "text": "muy bueno",
9            "class_name": "ui-review-view__comments__review-comment__title"
10        },
11        "comment": {
12            "content": {
13                "text": "Muy bueno relación precio calidad.
No es igual a los de marcas más caras pero esta muy bien terminado. Único error q puedo marcar pero a no es un impedimento es q la tapa en los modelos q marcan temperatura se abre hasta la mitad lo q puede molestar en tu nariz, los q no tienen ese medidor si se abren completos.",
14                "class_name": "ui-review-view__comments__review-comment",
15                "see_more": "Leer más",
16                "see_less": "Leer menos"
17            },
18            "time": {
19                "text": "28 may. 2024",
20                "class_name": "ui-review-view__comments__review-comment__date"
21            },
22            "date": "28 may. 2024",
23            "country": "",
24            "menu_options": {
25                "track": {
26                    "event_data": {
27                        "catalog_product_id": "MLA26590797",
28                        "review_id": 1218026027
29                    },
30                    "path": "/reviews/points/clic"
31                },
32                "items": [
33                    {
34                        "text": "Denunciar",
35                        "url": "/noindex/denounce/?item_id=MLA1778961812&element_id=1218026027&element_type=REV",
36                        "track": {
37                            "event_data": {
38                                "catalog_product_id": "MLA26590797",
39                                "review_id": 1218026027,
40                                "type": "denounce"
41                            },
42                            "path": "/reviews/actions"
43                        },
44                        "icon_id": "REPORT",
45                        "class_name": "ui-review-view__comments__review-comment"
46                    }
47                ]
48            },
49            "denounce": {
50                "text": "Denunciar",
51                "url": "/noindex/denounce/?item_id=MLA1778961812&element_id=1218026027&element_type=REV",
52                "track": {
53                    "event_data": {
54                        "catalog_product_id": "MLA26590797",
55                        "review_id": 1218026027,
56                        "type": "denounce"
57                    },
58                    "path": "/reviews/actions"
59                },
60                "icon_id": "REPORT",
61                "class_name": "ui-review-view__comments__review-comment"
62            }
63        },
64        "actions": [
65            {
66                "id": "LIKE",
67                "type": "LIKE",
68                "text": "Es útil",
69                "value": 2,
70                "track": {
71                    "event_data": {
72                        "catalog_product_id": "MLA26590797",
73                        "review_id": 1218026027,
74                        "type": "like"
75                    },
76                    "path": "/reviews/actions"
77                },
78                "icon": {
79                    "empty_icon": "ThumbUpOutlined",
80                    "full_icon": "ThumbUpFillled"
81                },
82                "selected": false
83            }
84        ],
85        "aria_label": "Calificación 4 de 5",
86        "accessibility_text": "Opinión 1. Calificación 4 de 5."
87    },
88    ...
89]

Related Actors 🤝

Here are some other useful actors for e-commerce and review analysis:

• 🛍️ Amazon Reviews Scraper - Extract detailed product reviews from Amazon with comprehensive data
• 🌟 Etsy Reviews Scraper - Scrape Etsy product reviews effortlessly
• 📱 AppStore Reviews Scraper - App Store Reviews Scraper for collecting user feedback
• 🛒 Flipkart Review Scraper - Scrape detailed product reviews from Flipkart
• 🏨 Hotels.com Review Scraper - Extract detailed hotel reviews from Hotels.com
• 🛍️ Myntra Reviews Scraper - Scrape product reviews from Myntra.com
• 🍽️ Grubhub Restaurant Reviews Scraper - Extract restaurant reviews from Grubhub
• 🏨 Hostelworld Reviews Scraper - Extract detailed hostel reviews from Hostelworld.com
• 📚 Goodreads Review Scraper - Extract detailed book reviews from Goodreads
• 🎓 Udemy Course Reviews Scraper - Scrape Udemy course reviews effortlessly
• 🛍️ Lidl Reviews Scraper - Extract product reviews from Lidl's online store
• 🎬 IMDB Reviews Scraper - Extract detailed user reviews from IMDB
• 🍽️ Zomato Restaurant Reviews Scraper - Scrape restaurant reviews from Zomato
• 💅 Treatwell Reviews Scraper - Extract salon & spa reviews from Treatwell
• 🏠 TripAdvisor Reviews Scraper - Extract detailed TripAdvisor hotel reviews