MercadoLibre Product & Price Scraper (LATAM)

Extract product listings, prices, and seller data from MercadoLibre, the largest e-commerce platform in Latin America with over 500 million active listings across 18 countries.

20 fields per record

18 countries LATAM coverage

JSON / CSV / Excel output formats

What you get

Each listing returns a structured record ready to load into any database, spreadsheet, or analytics pipeline:

• imageUrl: main product image
• title: full product name as listed
• price: current sale price
• currency: ISO currency code (ARS, MXN, BRL, COP, CLP, and more)
• originalPrice: price before discount, when applicable
• discountPercentage: discount percentage off the original price, when applicable
• sellerName: display name of the seller or official store
• freeShipping: whether the listing includes free shipping
• category: MercadoLibre category or domain identifier
• listingId: unique MercadoLibre item ID
• url: direct link to the product page
• reviewsCount*: total number of buyer reviews on the product page
• ratingAverage*: average buyer rating out of five
• availableStock*: units the seller currently has available
• soldQuantity*: how many units have sold, as shown on the page
• seller*: seller details including name, ID, reputation level, power seller status, and whether it is an official store
• attributes*: full technical specifications from the product page
• description*: complete seller description
• variants*: color, size, and memory options with their catalog SKU identifiers
• images*: all product images from the gallery
• observedAt: when this listing was last seen by the scraper

*These fields only appear when withDetails is set to true.

Who is it for

Use case	Who benefits
Price monitoring	E-commerce teams tracking competitor pricing in LATAM
Market research	Analysts studying consumer demand and pricing trends
Reseller intelligence	Importers and distributors benchmarking margins
Data pipelines	Developers feeding BI tools or recommendation engines
Academic research	Researchers studying informal and formal LATAM markets

Frequently Asked Questions

Does it work across all MercadoLibre country versions?
Yes. The actor supports all 18 country domains including Argentina (mercadolibre.com.ar), Mexico (mercadolibre.com.mx), Brazil (mercadolivre.com.br), Colombia, Chile, Peru, and more. Pick the country in the input when using a search term, or paste a direct URL from the target domain.

How many results can I get per run?
There is no hard limit imposed by the actor. In practice, MercadoLibre search results cap at around 1,000 listings per query. For larger datasets, split by category or run multiple searches with different filters.

Can I filter by category, location, or condition?
Yes. Apply any filters directly on MercadoLibre and paste the resulting URL into the Search URL field. Every filter encoded in the URL, including category, price range, and condition, is respected automatically.

How do I get reviews, stock, seller reputation, and variants?
Turn on the Fetch Product Details option. The actor then opens each product page and adds the review count and average rating, available stock and units sold, the seller block with reputation and official store status, the variant options with their catalog SKUs, the full specifications, the description, and the complete image gallery to every record. This is slower but returns much richer data.

What happens if a listing is removed or a page fails during a run?
The actor skips the failed item without stopping the run. Those records have the error field populated with a short reason, while all successful records keep error set to null.

Example use cases

Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:

• MercadoLibre Price Monitoring for Electronics in Mexico: MercadoLibre Price Monitoring for Electronics in Mexico
• Track Competitor Sellers on MercadoLibre Argentina: Track Competitor Sellers on MercadoLibre Argentina
• MercadoLibre Buy Box and Repricing Data for Brazil: MercadoLibre Buy Box and Repricing Data for Brazil
• MercadoLibre iPhone Mexico: MercadoLibre iPhone Mexico
• MercadoLibre Notebooks Argentina: MercadoLibre Notebooks Argentina
• MercadoLibre Sneakers Brazil: MercadoLibre Sneakers Brazil
• MercadoLibre TVs Colombia: MercadoLibre TVs Colombia
• MercadoLibre Bikes Chile: MercadoLibre Bikes Chile
• MercadoLibre PlayStation Peru: MercadoLibre PlayStation Peru
• MercadoLibre Air Conditioners Mexico: MercadoLibre Air Conditioners Mexico

Export, API and AI agents (x402 + MCP)

Export the scraped data to JSON, CSV or Excel, pull it as a dataset through the Apify API, or wire it into your app with no code. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on x402, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an MCP tool inside Claude, Cursor and other AI clients out of the box. Learn more about x402 agentic payments on Apify.

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More scrapers at scrapers.lat

This actor is built and maintained by scrapers.lat, where we publish scrapers for Latin American and US public platforms: real estate, jobs, e-commerce, company registries and government data. Browse the full catalog, see live sample output for each one, or ask us for a custom scraper at scrapers.lat.

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This actor is an independent tool and has no affiliation with MercadoLibre Group. It only accesses data that is publicly available on the platform. Use it in accordance with MercadoLibre's terms of service.