Mercado Libre Scraper - Products, Prices & Sellers

Disclaimer: This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by MercadoLibre, Inc. or any of its subsidiaries. All trademarks mentioned are the property of their respective owners. "Mercado Libre" is referenced only to describe the publicly available website this Actor collects data from.

Scrape Mercado Libre / Mercado Livre across 14 Latin American marketplaces - Mexico, Brazil, Argentina, Chile, Colombia, Peru, Uruguay, Venezuela, Ecuador and more - from a single actor. Search by keyword or paste any search, category, product or seller URL and get clean product rows: exact prices and discounts, units sold, star ratings, seller name, official-store and Mercado Envíos FULL flags, plus Mercado Libre's own item, catalog and category IDs.

Turn on product details to add the full description, the complete specification table, every picture, live stock, condition, the installment plan and the seller's reputation, and attach the buyer reviews shown on each product page.

No login, no API key. Every page is opened in a real browser on a residential connection in the marketplace's own country, so you get true local prices, stock and currency.

Why this Mercado Libre scraper?

Data	Typical scrapers	This actor
Title, price, currency, image	✅	✅
Original price, discount %, installments	partial	✅
Star rating	partial	✅
Units sold (soldQuantity)	❌	✅
Item, catalog, category and domain IDs	❌	✅
Seller name + official-store flag	partial	✅
Mercado Envíos FULL and free-shipping flags	partial	✅
Sponsored vs organic flag	❌	✅
Full description + complete spec table	❌	✅ opt-in
Live stock, condition, every picture, variations	❌	✅ opt-in
Seller reputation (MercadoLíder level) and seller ID	❌	✅ opt-in
Category breadcrumb path and best-seller rank	❌	✅ opt-in
Buyer reviews (rating, text, date, likes)	❌	✅ opt-in
14 marketplaces, country-pinned proxy	1-2	✅
New/changed-only price monitor	❌	✅

What you get

Every row is one product (type: "product").

Fields	What they hold	When they fill
id, title, url, price, currency, image, site, scrapedAt	product ID, name, link, current price, currency, main picture, marketplace	every row
sponsored, clickUrl	ad flag; ads also keep Mercado Libre's ad link	clickUrl on sponsored rows only
originalPrice, discount	was-price and the label shown, e.g. "15% OFF"	marked-down products
installments	the installment line, e.g. "15 meses sin intereses de $393.27"	listings sold in installments
soldQuantity	units sold as Mercado Libre reports it (a rounded tier such as 500 or 1000)	products with sales
rating	average star rating	products with reviews
sellerName, officialStore	seller and official-store flag	every detail row; on search rows for official stores (Mercado Libre names the seller on a card only for them)
freeShipping, fulfillment	free shipping; "full" for Mercado Envíos FULL	every row / FULL items
itemId, catalogProductId, categoryId, domainId	Mercado Libre's own IDs	every row
conditionLabel	Usado / Reacondicionado label from the search card	used or refurbished items
With product details:
description, specs, brand, model, color, sku	full description and the complete spec table as { "Marca": "HP", ... }	every detail row (model / color when the spec table has them)
images, variations	every picture; variation options such as "color: Plateado"	every detail row / products with a variation picker
condition, availability, availableQuantity	new / used / refurbished, in stock or not, units available	every detail row
reviewsCount	number of reviews	every detail row with reviews
categoryPath, category, bestSellerPosition	breadcrumb, leaf category, best-seller rank	rank only for ranked products
sellerId, sellerReputation, sellerReputationLevel, sellerPowerSellerStatus, sellerSales, officialStoreId	seller ID, MercadoLíder Platinum, 5_green, platinum, sales tier like "+10 mil ventas", store ID	every detail row (sellerSales and officialStoreId when the page shows them)
installmentsCount, installmentAmount, installmentsInterestFree, logisticType, listingType	installment plan as numbers, shipping logistics, listing type	every detail row with an installment plan
With buyer reviews:
reviews	up to 5 reviews per product: rating, text, date, createdAt, likes, country, pictures	products with written reviews
With monitor mode:
monitorStatus	new or changed	every monitor row

Use cases

• Price monitoring & repricing - track competitor prices, discounts and stock across marketplaces; schedule with monitor mode to capture only what changed.
• Product & market research - measure demand with units sold, ratings and review counts; benchmark catalogs by category and country.
• Dropshipping & sourcing - find winning products, compare prices across 14 countries, and pull full specs and images.
• Seller & competitive intelligence - map sellers, reputation levels, official stores and their catalogs.
• Data enrichment - join on Mercado Libre's item ID, catalog product ID or category ID to enrich your own catalog with prices and specs.

How to use

1. Sign up for Apify - the free plan is enough to try this actor.
2. Open the Mercado Libre Scraper, choose the Country / site (e.g. Mexico), add search queries (e.g. iphone 15, air fryer) or paste any Mercado Libre URL, and click Start.
3. Turn on Include product details for the full description, spec table, stock, condition and seller reputation, and Include buyer reviews for reviews.
4. Export as JSON, CSV, Excel, XML or RSS - or pull results via the Apify API.

Input

{
    "searchQueries": ["iphone 15", "air fryer"],
    "site": "MLM",
    "startUrls": [{ "url": "https://listado.mercadolibre.com.mx/computacion/laptops/" }],
    "maxItems": 100,
    "maxPagesPerQuery": 3,
    "includeProductDetails": true,
    "includeReviews": true,
    "maxReviewsPerProduct": 5,
    "condition": "new",
    "sort": "price_asc",
    "minPrice": 1000,
    "officialStoresOnly": false,
    "freeShippingOnly": false,
    "monitorMode": false
}

• searchQueries - keywords searched on the selected marketplace.
• site - marketplace: MLM Mexico, MLB Brazil, MLA Argentina, MLC Chile, MCO Colombia, MPE Peru, MLU Uruguay, MLV Venezuela, MEC Ecuador, MRD, MBO, MPY, MGT, MPA (also accepts a country name/code).
• startUrls - search, category, product or seller URLs (country auto-detected from the URL).
• urlsFromFile - paste URLs one per line, or one link to a .txt / .csv file or a Google Sheet that lists them.
• maxItems (default 100) - global product cap; 0 = no limit.
• maxPagesPerQuery (default 3) - search pages (about 50 products each) per query.
• includeProductDetails (default false) - open each product page for the description, spec table, pictures, stock, condition, IDs, installment plan and seller reputation.
• includeReviews (default false) - attach the buyer reviews shown on each product page (implies details).
• maxReviewsPerProduct (default 20) - cap on reviews per product; the product page shows up to 5.
• condition / sort / minPrice / maxPrice / officialStoresOnly / freeShippingOnly - filters.
• monitorMode (default false) - remember products across runs and emit only new ones or ones whose price, original price, rating or free-shipping flag changed. monitorKey names the memory so separate schedules don't collide.
• proxyConfiguration (default: Apify Residential, country-pinned) - residential proxies are required.

Output

One record per product. Search-card fields are always present; detail and review fields are added when you enable those options. A detail row, trimmed:

{
    "type": "product",
    "id": "MLM63977164",
    "title": "Laptop HP 14-dq6210la, Intel N150, 8 GB RAM, 128 GB UFS, 14\" HD, Windows 11 Home",
    "url": "https://www.mercadolibre.com.mx/laptop-hp-14-dq6210la-intel-n150-8-gb-ram-128-gb-ufs-14-hd-windows-11-home/p/MLM63977164",
    "sponsored": false,
    "price": 5899,
    "originalPrice": 6999,
    "discount": "15% OFF",
    "currency": "MXN",
    "image": "https://http2.mlstatic.com/D_NQ_NP_791091-MLA104065248849_012026-O.webp",
    "sellerName": "HP",
    "officialStore": true,
    "freeShipping": true,
    "fulfillment": "full",
    "rating": 4.8,
    "reviewsCount": 196,
    "installments": "15 meses sin intereses de $393.27",
    "soldQuantity": 1000,
    "itemId": "MLM4640929602",
    "catalogProductId": "MLM63977164",
    "categoryId": "MLM1652",
    "domainId": "MLM-NOTEBOOKS",
    "site": "MLM",
    "description": "Laptop HP 14 DQ6210LA Intel N150 8GB RAM 128GB SSD 14 Pulgadas Windows 11 Home ...",
    "specs": { "Marca": "HP", "Línea": "14 Dq6210la", "Modelo": "14 Dq6210la", "...": "..." },
    "brand": "HP",
    "model": "14 Dq6210la",
    "color": "Plateado",
    "variations": ["color: Plateado"],
    "images": ["https://http2.mlstatic.com/D_NQ_NP_791091-MLA104065248849_012026-O.webp", "..."],
    "condition": "new",
    "availability": "InStock",
    "availableQuantity": 51,
    "categoryPath": ["Computación", "Laptops y Accesorios", "Laptops"],
    "category": "Laptops",
    "bestSellerPosition": 4,
    "sellerId": "786908679",
    "sellerReputation": "MercadoLíder Platinum",
    "sellerReputationLevel": "5_green",
    "sellerPowerSellerStatus": "platinum",
    "officialStoreId": "2643",
    "installmentsCount": 15,
    "installmentAmount": 393.27,
    "installmentsInterestFree": true,
    "listingType": "gold_pro",
    "scrapedAt": "2026-10-02T05:28:39.394Z"
}

With Include buyer reviews, each product also carries a reviews array:

"reviews": [
    {
        "type": "review",
        "reviewId": "2488459851",
        "rating": 5,
        "text": "Execelente producto y calidad en el audio no me arrepiento de esta compra, ahora a esperar que dure.",
        "date": "Hace 10 meses",
        "createdAt": "2025-11-09T14:18:39Z",
        "likes": 2,
        "country": "México",
        "pictures": 0
    }
]

The dataset has two ready-made table views: Products (price, discount, sold, rating, seller, shipping) and Product details (condition, stock, reviews, brand, seller reputation, category).

Good to know

• Search rows vs product details. A search card shows price, rating, sold count, seller and shipping. The review count, stock, condition of new items, description, spec table and seller reputation live on the product page, so they come with Include product details.
• Seller on search cards. Mercado Libre names the seller on a search card only for official stores, so sellerName and officialStore stay empty on other cards. Every detail row carries both from the product page, and rows from an official store's own page are marked officialStore: true.
• Seller and store pages. A seller's or official store's page returns the products that page lists.
• Reviews. Mercado Libre shows up to 5 featured reviews on each product page, and those are what this actor attaches. Products without written reviews have none.
• Seller sales tier. sellerSales (for example "+10 mil ventas") appears only for sellers whose page shows it; items sold by Mercado Libre itself show none.
• Monitor mode compares each product card with the last run on price, original price, rating and free-shipping flag. Only new or changed products are written and billed as results, and product pages are opened only for those. From 17 October 2026 every run, including one that finds nothing new, also pays the small start fee.
• Pagination. A search page lists about 50 products. Narrow queries can return fewer, and the actor stops paging when a page brings no new products.

How much does it cost to scrape Mercado Libre?

This Actor uses Apify's pay-per-event pricing: you pay for the results it delivers, with no monthly rental. From 17 October 2026 each run also has a small start fee. The events it can charge are:

• Actor start (from 17 October 2026) - Charged by Apify once when a run starts, per GB of run memory (twice at the default 2 GB). It covers starting a real browser on a residential connection in the marketplace's country.
• Product scraped - One Mercado Libre product from a search, category or seller listing: title, price, original price and discount, currency, units sold, star rating, picture, free-shipping and FULL flags, the seller name and official-store flag when the card shows them, Mercado Libre's item, catalog and category IDs and the product URL. No add-on fees for pagination or filters.
• Product details add-on - Charged once per product when Include product details is enabled: the product page adds the complete description, full spec table, variations, every picture, stock, condition, units sold, review count, category path and the seller profile (name, ID, reputation and, when shown, sales tier). Added on top of the product fee.
• Buyer review - One buyer review attached to a product when Include buyer reviews is enabled (up to 5 per product page): star rating, text, date, likes and country.

The current price of each event is shown on the Pricing tab of this page. Set a maximum total charge on the run if you want a hard cap on spend, and use the input limits to control how much the Actor fetches.

Automate & schedule

Run it on a schedule with monitor mode to track price drops, restocks and new competitors and receive only what changed. Every run can notify you or push data onward.

Integrate with any app

Connect the dataset to Google Sheets, Slack, Zapier, Make, or your backend via the Apify API, webhooks and integrations.

Use with AI assistants (MCP)

This actor is exposed over the Apify MCP server, so AI assistants and agents (Claude, ChatGPT, Cursor, and any MCP client) can discover and run it and read structured Mercado Libre data straight into their context.

Agent-ready: autonomous payments (x402 & Skyfire)

This actor is agent-ready — AI agents can discover it, run it, and pay for it autonomously, with no Apify account and no human in the loop. It uses pay-per-event pricing and limited permissions, so it qualifies for Apify's agentic-payment standards:

• x402 — an open, HTTP-native payment protocol. Agents pay per run in USDC on the Base network directly through the Apify MCP server — no account, no API key.
• Skyfire — agent-to-service payments for fully autonomous AI-agent workflows.

Building an AI agent, MCP tool, or autonomous data pipeline? This scraper is ready to plug in and pay as it goes.

More scrapers from scrapesage

Pair Mercado Libre data with our other e-commerce scrapers - Amazon, AliExpress, Alibaba, and more - to build a cross-marketplace price and product dataset.

Tips

• Pick the right Country / site - prices, stock and currency are per-marketplace; the proxy is pinned to that country automatically.
• Leave Include product details off for the fastest, cheapest run - search cards already carry price, discount, units sold, rating, seller and shipping. Turn it on when you need specs, stock, condition, seller reputation and reviews.
• Use monitor mode + a schedule for price tracking; it emits only what changed.
• maxItems: 0 scrapes until the results end or the run's time limit - the actor stops gracefully with partial data rather than timing out.

FAQ

Do I need a login or API key? No. The actor works logged-out with residential proxies.

Which countries are supported? All 14 Mercado Libre / Mercado Livre marketplaces (MX, BR, AR, CL, CO, PE, UY, VE, EC, DO, BO, PY, GT, PA).

Can it get units sold and seller reputation? Units sold come on every search row that shows a sold count. Seller reputation comes from the product page: enable Include product details.

How much does it cost? Pay-per-event: per product, per detail add-on and per review, plus a small start fee per run from 17 October 2026 - see the Pricing tab. No monthly subscription.

Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by MercadoLibre, Inc. or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

"Mercado Libre" and any related marks are the property of their respective owners and are used here only in a descriptive, nominative sense - to identify the publicly accessible website from which this Actor collects data. This Actor is not an official Mercado Libre product, is not authorised or certified by MercadoLibre, Inc., and does not distribute Mercado Libre software. It collects only publicly available information; you are responsible for ensuring your use of that data complies with applicable laws, regulations and the terms of the source website.

Need help?

Open an issue on the actor's Issues tab with your input and run ID and we'll help.