Mercado Livre Scraper — Best Sellers & Daily Deals

Scrape Mercado Livre's "Mais Vendidos" best-seller rankings per category and the "Ofertas do dia" daily deals pages, and get every product back as structured data: rank, price, crossed-out price, discount %, installments, seller, official-store flag, rating, units sold, shipping flags and more. Best sellers come as the top 20 per category; deals are followed through the site's own pagination.

Built for market research, price monitoring, competitor tracking and e-commerce arbitrage on the Brazilian market.

Em português: raspe o ranking de mais vendidos do Mercado Livre por categoria e as ofertas do dia, e receba preços, descontos, parcelamento, vendedores, notas e mais vendidos em tabela pronta pra planilha. Feito pra pesquisar mercado, monitorar preços e achar produtos pra arbitragem.

What you get

One row per product, real output from a daily-deals run:

{
  "position": 1,
  "itemId": "MLB6167651244",
  "productId": "MLB47535705",
  "title": "Câmera Inteligente Im7 + 3mp De Resolução Branca Intelbras",
  "url": "https://www.mercadolivre.com.br/camera-inteligente-im7-3mp-de-resolucao-branca-intelbras/p/MLB47535705",
  "price": 263.41,
  "originalPrice": 419.9,
  "discountPct": 37,
  "currency": "BRL",
  "installments": "ou R$ 309,90 em 6x R$ 51,65 sem juros",
  "freeShipping": true,
  "isFull": true,
  "sellerName": "INTELBRAS",
  "isOfficialStore": true,
  "rating": 4.9,
  "soldText": "+50mil vendidos",
  "soldQuantity": null,
  "isAd": false,
  "categoryId": null,
  "domainId": null,
  "thumbnail": "https://http2.mlstatic.com/D_NQ_NP_892568-MLA99939109103_112025-O.webp",
  "mode": "deals",
  "scrapedAt": "2026-09-27T18:35:29.404Z"
}

Field	Meaning
mode	best-sellers (Mais Vendidos ranking) or deals (Ofertas do dia)
categoryId / position	Category scraped (null = general ranking) and where the product ranked
price / originalPrice / discountPct	Current price, crossed-out price and discount %
installments	Installment plan as shown on the card (e.g. 6x interest-free)
sellerName / isOfficialStore	Seller and whether it's an official store
rating / soldText	Star rating and units sold, when the card displays them
freeShipping / isFull	Free shipping and Fulfillment (FULL) flags
url / itemId	Canonical product link and item ID — join with the search and reviews actors
error	Set only on failed pages — those rows are not charged

How to use it

1. Pick a Mode: Best sellers scrapes the "Mais Vendidos" ranking (one page per category, ~20 items each); Daily deals scrapes the "Ofertas do dia" pages with pagination (~48 items per page).
2. In best-sellers mode, list Category IDs (format MLB123 — the code at the end of any Mercado Livre category page URL), up to 50 per run. Leave empty for the general ranking. In deals mode this input is ignored (deals always uses the general page).
3. Set Max items (default 100, up to 500 per run) — the total delivered across all categories/pages.
4. Run and export — the Deals dataset view gives you a slim rank / item / price / discount table.

Pricing

Pay per event: a small start fee opens the Brazilian residential session, then a flat fee per listing delivered. Blocked pages, failures and invalid categories are never charged — and every run respects the maxTotalChargeUsd budget you set on Apify.

Scenario	Approximate cost
100 listings (1 run)	~US$ 0.17
1,000 listings (2 runs, max 500 per run)	~US$ 1.54
10,000 listings (20 runs)	~US$ 15.40

FAQ

Is scraping Mercado Livre legal? The actor reads publicly listed rankings and deal pages — no login, no paywall bypass, and no personal data beyond the public store/seller name already shown on every product card.

Why do some pages come back blocked? Mercado Livre runs aggressive anti-bot protection. When a session gets blocked, the actor drops it, opens a fresh Brazilian residential IP and retries the same page — up to 3 times. If it still fails, the page is abandoned with an error row and you are not charged for it.

Is proxy included? Yes — Brazilian residential proxies are included in the per-listing price. Nothing to configure.

Honest limitations

• Best sellers = the top 20 per category — that's everything Mercado Livre's own ranking page shows.
• Deals mode follows up to 15 pages per run (~48 items each); the site's deal numbering is ambiguous, so items are deduplicated by item ID across pages.
• Max items is capped at 500 per run; for more volume, schedule multiple runs.
• Ratings, sold counts and installments appear only when the product card displays them.

From the same maker

• Mercado Livre Search Scraper — search by keyword and get every listing with prices and sales data.
• Mercado Livre Product & Reviews Scraper — full product page data plus customer reviews.
• Mercado Libre Scraper — Mexico, Argentina, Colombia, Chile — the same search data for the Spanish-speaking Mercado Libre sites.

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