Pricing

from $2.88 / 1,000 review scrapeds

Mercado Libre Reviews Scraper — Product Reviews to JSON

Scrape Mercado Libre product reviews into clean JSON: rating, text, date and helpful votes. Great for sentiment analysis and product research.

Pricing

from $2.88 / 1,000 review scrapeds

Rating

0.0

(0)

Developer

Marouane Oulabass

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Features

💬 Full review data — star rating, text, relative date and "helpful" vote count.
🔗 One row per review, tied to the product ID and clean permalink.
💸 Fair billing — pay per review actually returned; anti-bot / failed pages cost nothing.
🌎 Works across the Latin American Mercado Libre sites.

Input

Field	Type	Description
`productUrls`	array of strings	Mercado Libre product URLs whose reviews to scrape. Required.
`maxReviewsPerProduct`	integer	Optional cap per product.

{ "productUrls": ["https://www.mercadolibre.com.mx/.../p/MLM66623726"] }

Output

{
  "productId": "MLM66623726",
  "permalink": "https://www.mercadolibre.com.mx/.../p/MLM66623726",
  "ratingValue": 5,
  "reviewText": "Para ser una laptop portátil es bastante potente, muy buena opción...",
  "reviewDate": "Hace 1 mes",
  "likes": 23,
  "reviewRank": 1,
  "scrapedAt": "2026-07-11T17:00:00Z"
}

Use cases

Sentiment analysis — mine review text and ratings for product/brand perception.
Product research — find recurring complaints and praise before sourcing.
Competitor monitoring — track review sentiment on rival listings over time.

FAQ

How do I get Mercado Libre reviews as JSON/CSV? Add product URLs to productUrls and export the dataset to JSON, CSV or Excel.

Does it include the review rating and helpful votes? Yes — ratingValue (1–5) and likes come straight from each review.

Limitations

Returns the reviews shown on the product page (highlighted opinions). Pair with the Mercado Libre Scraper (discovery) and Price Tracker (pricing) for a full toolkit.
Mercado Libre serves anti-bot challenges to some traffic; the Actor retries with residential proxies and skips (never charges) pages it can't load.

Support

Open an issue on the Issues tab — we respond within 48h.

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