MercadoLibre Scraper — Scrape Products, Prices & Sellers (LatAm)

Scrape MercadoLibre and MercadoLivre product listings at scale into clean JSON, CSV, Excel or XML. This MercadoLibre scraper extracts title, price, currency, condition, sold quantity, rating, reviews, seller, free shipping, image and product link for every result across Argentina, Mexico, Brazil, Colombia and Chile. A fast, no-code way to build a Latin American e-commerce dataset — no login and nothing to set up.

MercadoLibre (MercadoLivre in Brazil) is the largest online marketplace in Latin America, so collecting product and price data by hand across country sites is slow. This Actor turns any keyword or product URL into a structured product feed in one run — an easy, cheap alternative to copying listings manually.

What does the MercadoLibre Scraper do?

The MercadoLibre Scraper crawls public product listings by country market and search query, or by specific product URLs. Pick a country (like Argentina or Mexico), type a query such as notebook, iphone 15 or zapatillas nike, set a limit, and it returns structured data points — product title, price, currency, condition, how many were sold, rating and reviews, the seller, whether shipping is free, the image and a direct link — ready for analytics, datasets, price monitoring, LLM pipelines or dashboards.

What data can you scrape from MercadoLibre?

Group	Fields
🏷️ Product	title, condition (new / used)
💰 Price	price, currency
📦 Demand	sold quantity, free shipping
⭐ Reviews	rating, reviews count
🏬 Seller	seller / store name
🖼️ Media	thumbnail image
🔗 Link	direct product URL
🆔 Identifiers	product ID

Use cases

• Price monitoring & repricing — track competitor prices and stock across LatAm marketplaces.
• Market & demand research — see which products, sellers and price points move, by country.
• Catalog & assortment analysis — build a product catalog with prices, conditions and ratings.
• Dropshipping & sourcing — find products, sellers and free-shipping offers to resell.
• Brand & seller monitoring — watch how a brand or store is listed and priced.
• Build an e-commerce dataset — thousands of products with prices, reviews and sellers for BI or ML.

How to scrape MercadoLibre data

1. Click Try for free / Start to open the MercadoLibre Scraper.
2. Choose a country market (e.g. Argentina, Mexico, Brazil).
3. Type a search query such as notebook, iphone 15 or zapatillas nike — and/or paste product URLs.
4. Set Max items, then click Run.
5. Download the results as JSON, CSV, Excel or XML, or pull them from the API.

Input

Search a country market, and/or pass specific product URLs, and cap the number of items.

{
  "search": "notebook",
  "country": "ar",
  "maxItems": 100
}

Field	Type	Description
search	string	Search query, e.g. notebook, iphone 15, zapatillas nike. Leave empty to only scrape product URLs.
country	string	Country market: ar (Argentina), mx (Mexico), br (Brazil / MercadoLivre), co (Colombia) or cl (Chile). Sets site, language and currency.
itemUrls	array	Optional list of specific product page URLs to scrape directly.
maxItems	integer	Maximum products to collect from the search (default 100). Product URLs are always all scraped.

Scrape by country

Set country to any supported market to target that MercadoLibre site. Run several countries to build a region-wide LatAm dataset.

Scrape specific products

Add product page URLs to itemUrls to scrape exactly those items — on their own or alongside a search.

Output

Each product is one dataset item:

{
  "id": "MLA1234567890",
  "title": "Notebook Lenovo IdeaPad 15.6\" 8GB 256GB SSD",
  "price": 899999,
  "currency": "ARS",
  "condition": "new",
  "soldQuantity": 250,
  "rating": 4.7,
  "reviewsCount": 132,
  "seller": "Lenovo Store",
  "freeShipping": true,
  "url": "https://articulo.mercadolibre.com.ar/MLA-1234567890-notebook-lenovo",
  "thumbnail": "https://http2.mlstatic.com/D_NQ_NP_123456-MLA.jpg"
}

Output schema

Field	Type	Description
id	string	MercadoLibre product identifier.
title	string	Product title.
price	number	Current price in the marketplace currency.
currency	string	ISO currency code (e.g. ARS, MXN, BRL, COP, CLP).
condition	string	new or used where available.
soldQuantity	number	Units sold, where shown.
rating	number	Average rating (0–5), where available.
reviewsCount	number	Number of reviews, where available.
seller	string	Seller or store name, where available.
freeShipping	boolean	Whether the listing offers free shipping.
url	string (URL)	Direct link to the product page.
thumbnail	string (URL)	Product image URL.

Need more e-commerce data?

Building a wider product or price dataset? Pair this with our other marketplace scrapers:

• Amazon Product Scraper — Amazon products, prices and reviews across marketplaces.
• eBay Scraper — eBay active and sold listings with prices and conditions.
• Shopify Product Scraper — products and variants from any Shopify store.
• Vinted Scraper — second-hand fashion listings with prices and sellers.

FAQ

Do I need a login or an API key for MercadoLibre? No. The MercadoLibre Scraper needs no login, no account and no key — just choose a country, add a query and run.

Which countries does it cover? Argentina (mercadolibre.com.ar), Mexico (mercadolibre.com.mx), Brazil / MercadoLivre (mercadolivre.com.br), Colombia (mercadolibre.com.co) and Chile (mercadolibre.cl).

How many products can I scrape per run? As many as you like. Use maxItems to cap the count, and run multiple countries or queries to scale to thousands of products.

Can I scrape specific products by URL? Yes. Add MercadoLibre product page URLs to itemUrls and they will be scraped directly, with or without a search.

Does it include price and currency? Yes. Every item returns the current price and the marketplace currency (for example ARS, MXN or BRL), so multi-country data stays comparable.

How much does it cost? You pay only for the products you get, which makes it one of the cheapest ways to collect LatAm marketplace data at scale. See the Pricing tab for current rates.

What export formats are supported? JSON, CSV, Excel and XML, plus webhooks and the Apify API.

Can I automate or integrate the MercadoLibre Scraper with n8n? Yes. Use the Apify node for n8n to run this Actor and pipe products straight into an n8n workflow — trigger on a schedule, then route the data to a database, spreadsheet or alert. It also works with Make, Zapier, Google Drive and many more, plus the Apify API and webhooks.

Is scraping MercadoLibre legal? The Actor collects only public product listings — no private or personal data. You are responsible for how you use the data and for complying with MercadoLibre's terms and applicable laws.

Related Actors

• Amazon Product Scraper — Amazon products, prices and reviews.
• eBay Scraper — eBay active and sold listings.
• Shopify Product Scraper — products from any Shopify store.
• Vinted Scraper — second-hand fashion listings.

Notes

Original clean-room implementation. Returns only public product listings — no private or personal data; you are responsible for how you use the data and for complying with MercadoLibre's terms. This is an independent tool and is not affiliated with or endorsed by MercadoLibre / MercadoLivre.