Mercado Libre Product & Reviews Scraper (MX, AR, CO, CL)

Paste Mercado Libre product links or item IDs from Mexico, Argentina, Colombia or Chile and get the full product page as structured data — price, discount, installments, stock, seller and reputation, rating, attributes, pictures — plus the customer reviews with stars, text, date and likes. Each product is opened from a residential IP in its own country, so you can mix countries in a single run.

Built for review mining, product research, competitor analysis and catalog enrichment across Latin America.

En español: extrae la página completa de productos de Mercado Libre México, Argentina, Colombia y Chile — precio, descuento, meses sin intereses, stock, vendedor y reputación, calificación, características y fotos — junto con las opiniones de los compradores (estrellas, texto, fecha y "me gusta"). Pega los enlaces o los IDs (MLM…, MLA…, MCO…, MLC…).

What you get

One row per product, with its reviews nested. Real output (trimmed to 2 reviews and 2 pictures):

{
  "itemId": "MLM3933441312",
  "productId": "MLM52845211",
  "title": "Auriculares in-ear inalámbricos Samsung Galaxy Buds Core SM-R410N negro",
  "condition": "Nuevo",
  "soldText": "+10 mil vendidos",
  "price": 672.6,
  "originalPrice": 999,
  "discountPct": 32,
  "currency": "MXN",
  "installments": "24 meses de $ 40.64",
  "available": true,
  "availableQuantityText": "+50 disponibles",
  "sellerName": "samsung",
  "sellerType": "official_store",
  "sellerReputation": "5_green",
  "rating": 4.9,
  "reviewsCount": 42840,
  "attributes": {
    "Es inalámbrico": "Sí",
    "Con cancelación de ruido": "Sí",
    "Con micrófono": "Sí"
  },
  "pictures": [
    "https://http2.mlstatic.com/D_NQ_NP_953007-MLA100016696047_122025-O.webp",
    "https://http2.mlstatic.com/D_NQ_NP_941277-MLA89576650224_082025-O.webp"
  ],
  "url": "https://www.mercadolibre.com.mx/auriculares-in-ear-inalambricos-samsung-galaxy-buds-core-sm-r410n-negro/p/MLM52845211",
  "inputUrl": "https://www.mercadolibre.com.mx/p/MLM52845211",
  "reviews": [
    {
      "reviewId": 2459844092,
      "rating": 5,
      "text": "Excelente, nada como un producto original, la calidad del material y del sonido no necesitan elogios…",
      "date": "Hace 11 meses",
      "likes": null,
      "pictureCount": 0
    }
  ],
  "ok": true,
  "error": null
}

Field	Meaning
inputUrl / url	The link you sent and the canonical product page
itemId / productId	Item and catalog product IDs — join with the search actor
title / condition / soldText	Product name, condition (Nuevo, Usado…) and units sold
price / originalPrice / discountPct / currency	Current price, crossed-out price, discount % and local currency (MXN, ARS, COP, CLP)
installments	Installment plan as shown on the page (e.g. "meses sin intereses")
available / availableQuantityText	Whether there's an active offer, and stock text when shown
sellerName / sellerType / sellerReputation	Seller, official-store flag and reputation level (e.g. 5_green)
rating / reviewsCount	Star rating and total review count displayed on the page
attributes	Highlighted specs as key/value pairs
description / pictures	Description text (when the page has one) and gallery image URLs
reviews[]	Collected reviews: rating, text, date, likes, pictureCount
ok / error	false on failed products — those rows are not charged

How to use it

1. Paste up to 200 entries into Product URLs, one per line. Accepted formats:
   • catalog links: https://www.mercadolibre.com.mx/.../p/MLM52845211
   • listing links: https://articulo.mercadolibre.com.ar/MLA-1589573245-...
   • bare IDs: MLM52845211, MLA1589573245, MCO23986875, MLC4291988606 (listing or catalog — the actor tries both)
2. Set Max reviews per product (default 50, up to 500; 0 = details only).
3. Run and export to CSV, Excel or JSON. Duplicate links are collapsed automatically.

Tip: run the Mercado Libre Scraper first and feed its url column here.

Pricing

Pay per event: a small start fee per run, a fee per product delivered and a smaller fee per review delivered. Blocked pages, products that can't be found and invalid links are never charged — and every run respects the maxTotalChargeUsd budget you set on Apify.

Scenario	Approximate cost
100 products, details only (maxReviews 0)	~US$ 0.52
100 products × 50 reviews (1 run)	~US$ 5.52
1,000 products × 50 reviews (5 runs)	~US$ 55.10

FAQ

Is this legal? The actor reads public product pages and the public reviews shown on them — no login and no private data. Reviewer names are not collected.

Can I mix countries in one run? Yes. The country is read from each link or ID, and the actor switches to a residential IP of that country when needed.

Why did a product come back with error? blocked means Mercado Libre's bot protection refused 3 fresh sessions in a row; no-data means the page exists but has no product (removed listing, wrong ID). Neither is charged.

What about Brazil? Brazil runs on a separate domain (Mercado Livre). Use the Mercado Livre Product & Reviews Scraper for it.

Honest limitations

• Up to 200 products and 500 reviews per product per run; split bigger jobs into several runs.
• Review dates come as Mercado Libre shows them — sometimes exact, sometimes relative ("Hace 11 meses").
• Description, stock text and attributes appear only when the page displays them.
• Peru, Uruguay and other Mercado Libre sites are not supported yet.

From the same maker

• Mercado Libre Scraper — Search & Prices — search results with prices, discounts and sellers for MX, AR, CO and CL.
• Mercado Livre Product & Reviews Scraper (Brazil) — the same data for Mercado Livre Brazil.

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