Mercado Libre Scraping

We cover all 13 Mercado Libre country sites: Argentina, Brazil, Mexico, Colombia, Chile, Peru, Venezuela, Uruguay, Bolivia, Ecuador, Paraguay, Dominican Republic, and Panama. Pricing is extracted in local currency and normalized to USD equivalents. Cross-country price comparison is available in a unified feed.

Yes. Mercado Libre operates both auction-style and Buy It Now fixed-price listings. For auctions, we capture current bid, bid count, time remaining, and final sale price. For fixed-price listings, we extract the listed price, Mercado Pago installment options, and any promotional discount flags.

Installment pricing is a central feature of Mercado Libre, particularly in inflation-heavy markets like Argentina. Our ML-based parsing engine extracts the number of installments, installment amount, effective interest rate, and the full cash price for every listing. This gives a complete picture of the true cost consumers are comparing when making purchasing decisions.

Yes. Mercado Libre's seller reputation system (Platinum, Gold, Silver, etc.) along with sales count, positive feedback percentage, and Mercado Envíos fulfillment badge are all extracted per seller. MercadoLíder status — awarded to top sellers — is also captured and updated on each crawl.

Yes. We extract shipping cost, estimated delivery range, free shipping eligibility, and Mercado Envíos fulfillment status for each listing. Given the significant variation in logistics quality across Latin American markets, this data is particularly valuable for cross-border sellers assessing feasibility in new country markets.

We capture prices in the seller's listed currency at the time of extraction along with a timestamp. For Argentina, where official and unofficial exchange rates diverge significantly, our AI-powered normalization engine applies both official Banco Central rates and widely-tracked parallel rates, giving clients an accurate view of real purchasing power through machine learning-adjusted currency models.

Yes. We capture product positions across Mercado Libre search results for any keyword or category, distinguishing between organic and promoted placements. Ranking data is tracked over time so you can detect when a competitor gains or loses visibility. This intelligence is essential for optimizing your product positioning and monitoring advertising spend effectiveness across country sites.

Each Mercado Libre country site serves localized pricing, shipping, and seller data based on geographic signals. Our infrastructure uses residential proxies located within each Latin American country to ensure we extract the exact same data a local buyer would see — including country-specific installment offers, shipping costs, and fulfillment options that are invisible from outside the region.

MercadoLider is Mercado Libre's top seller program that recognizes merchants who consistently achieve high sales volumes, excellent customer feedback, and strong fulfillment performance. The program has sub-tiers including Gold and Platinum levels. MercadoLider sellers receive enhanced visibility in search results, access to premium advertising tools, and a trust badge that increases buyer confidence and conversion rates.

Mercado Pago is Latin America's largest digital payment platform, deeply integrated into Mercado Libre. It enables buyers to pay in installments (cuotas), which is critical in markets where credit access is limited. Mercado Pago also offers promotional interest-free installment plans funded by sellers or the platform itself, making it a primary driver of conversion across all Mercado Libre country sites.

Mercado Envios is Mercado Libre's integrated logistics network that handles shipping across Latin America. It offers three fulfillment tiers: Full (products stored in Mercado Libre's warehouses with same-day or next-day delivery), Colecta (seller ships through Mercado Libre's drop-off network), and Flex (seller handles last-mile delivery). Products fulfilled through Mercado Envios Full receive the highest visibility in search results.

Installment payments (cuotas) are fundamental to Latin American e-commerce because many consumers lack access to savings for large purchases and credit card interest rates are extremely high. Offering interest-free installments shifts the financing cost to the seller or platform but dramatically increases conversion rates. In markets like Argentina and Brazil, over 60% of online purchases are made using installment plans.

Mercado Libre supports listings for new, used, and refurbished products, each with a clearly marked condition field. Used product listings are particularly popular in categories like electronics, vehicles, and real estate. The platform's buyer protection program covers used items differently from new ones, and sellers must accurately describe product condition to avoid disputes and maintain their reputation scores.

Mercado Shops allows sellers to create customized branded storefronts within the Mercado Libre ecosystem. Brands can personalize their shop page with logos, banners, and curated product collections, creating a more branded shopping experience. Mercado Shops can also be connected to custom domain names, allowing sellers to effectively operate their own e-commerce site powered by Mercado Libre's infrastructure and payment system.