MercadoLibre Scraper

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Extract product listings, prices, discounts, ratings, and seller information from MercadoLibre — Latin America's largest e-commerce platform. This MercadoLibre scraper supports keyword search and direct URL scraping across 7 countries: Chile 🇨🇱, Argentina 🇦🇷, Mexico 🇲🇽, Colombia 🇨🇴, Peru 🇵🇪, Uruguay 🇺🇾, and Brazil 🇧🇷. No API key or account required.

What data does the MercadoLibre scraper extract?

How to scrape MercadoLibre products

1. Open the actor and click Try for free — $5 free credit included.
2. Set mode to search (default) or urls for direct URL scraping.
3. Enter searchTerms (e.g. ["laptop", "iphone 15"]) and countries (e.g. ["CL", "AR"]).
4. Set maxResultsPerSearch (default 100) and click Start.
5. When finished, download results from the Dataset tab in JSON, CSV or Excel.

Supported countries

MercadoLibre scraper use cases

• Price monitoring — Track prices of specific products across multiple countries and identify the best market for sourcing or selling.
• Competitor analysis — Monitor which sellers dominate a category, their pricing strategy, discounts and official store status.
• Market research — Discover top-selling products, average prices, discount patterns and review volumes in Latin American markets.
• E-commerce arbitrage — Find price gaps between countries (e.g. Chile vs. Argentina) and identify import/export opportunities.
• Trend detection — Track which products appear in search results over time and detect rising demand before competitors do.
• Academic research — Analyze Latin American consumer markets, pricing behavior, and the impact of currency fluctuations on product prices.

Input parameters

{
"mode":"search",
"searchTerms":["zapatillas nike","smartphone samsung"],
"countries":["CL","AR"],
"maxResultsPerSearch":200,
"fetchDetails":false,
"sortBy":"relevance",
"priceMin":10000,
"priceMax":500000
}

Sample MercadoLibre product output

{
"id":"MLA123456789",
"title":"Notebook Lenovo IdeaPad 3 15 AMD Ryzen 5 8GB RAM 512GB SSD",
"price":649999,
"originalPrice":799999,
"discountPercent":19,
"currency":"ARS",
"installments":{
"quantity":12,
"amount":54166,
"rate":0,
"currency":"ARS"
},
"condition":"new",
"soldQuantity":215,
"availableQuantity":8,
"rating":4.5,
"reviewCount":67,
"brand":"Lenovo",
"thumbnail":"https://http2.mlstatic.com/D_NQ_NP_883851-MLA123456789_032026-V.jpg",
"images":[],
"url":"https://www.mercadolibre.com.ar/notebook-lenovo-ideapad-3/p/MLA123456789",
"sellerName":"LENOVO_STORE_AR",
"sellerReputation":"platinum",
"officialStore":true,
"freeShipping":true,
"tags":["good_seller","brand_verified"],
"country":"AR",
"siteId":"MLA",
"searchTerm":"notebook lenovo",
"source":"ssr",
"extractedAt":"2026-05-13T10:30:00.000Z"
}

Performance

• Single-page searches (~15–20 results) typically finish in under 65 seconds.
• With fetchDetails: true: slower (visits each product page), but same price per result.
• Memory: 2 GB recommended. Increase to 4 GB for multi-country runs > 500 results.
• Uses residential proxy automatically in cloud — required for MercadoLibre.

Country reliability

Pricing

This actor uses the Pay per result model at $0.005 per product — a flat, predictable price with no compute, proxy or platform fees to calculate. What you see is what you pay.

Apify provides $5 free credit on signup — enough for ~1,000 free results to evaluate the actor. The price is the same whether or not fetchDetails is enabled — richer data, same cost per result.

Frequently asked questions

Is this MercadoLibre scraper free? Apify gives you $5 in free credit on signup — enough for roughly 1,000 free results to evaluate the actor. After that you pay $0.005 per product, with no extra compute or proxy fees.

Do I need a MercadoLibre account or API key? No. The scraper works without any login, account, or API key. It handles proxies and anti-bot protection automatically.

Which MercadoLibre countries are supported? All 7 major markets: Argentina, Mexico, Brazil, Chile, Colombia, Peru and Uruguay. You can scrape one country or several in a single run.

Can I scrape a specific MercadoLibre URL instead of searching? Yes. Set mode to urls and pass direct product or listing URLs. Use mode: search to scrape by keyword instead.

What data can I extract from MercadoLibre? Product title, price, original price, discount, currency, installments, condition, units sold, stock, rating, review count, brand, seller name, official-store status, free shipping and the product URL. See the full field table above.

Can I export the data to Excel or CSV? Yes. Results can be downloaded as JSON, CSV or Excel from the Dataset tab, or pulled programmatically via the Apify API.

Related actors

If you scrape MercadoLibre, these other Latin American e-commerce and data actors may also be useful:

• Trustpilot Reviews Scraper — reviews, ratings, reviewer info and company trust scores from Trustpilot.
• Portal Inmobiliario Scraper — real-estate listings and prices in Chile.
• Sodimac & Easy Scraper — home-improvement retail prices in Chile.
• Farmacias Chile Scraper — pharmacy product prices across Chilean chains.
• Google Maps Scraper — business listings, reviews and contact data.

Keywords

mercadolibre scraper, mercado libre price scraper, latin america ecommerce data, ml product extractor, chile price monitor, argentina product scraper, mexico mercadolibre api, meli scraper, ecommerce price comparison latam, mercadolibre product data, ml listing scraper, mercadolivre scraper brazil

Legal disclaimer

This actor is not affiliated with, endorsed by, or sponsored by MercadoLibre S.R.L. or any of its subsidiaries. It extracts publicly available data for lawful purposes such as market research, price monitoring, and competitive analysis. Users are solely responsible for complying with MercadoLibre's Terms of Service and all applicable data protection laws, including the General Data Protection Regulation (GDPR) and Chilean Law 19.628 on Personal Data Protection. The author makes no warranty as to the completeness or accuracy of the extracted data.