# Mercado Livre Product & Reviews Scraper — Details, Opinions (`gangary/mercado-livre-product-reviews-scraper`) Actor

Extract full product details (price, seller, availability, specs) and real customer reviews from any Mercado Livre product page. Accepts /p/ URLs, produto.mercadolivre.com.br links or MLB ids. Ideal for market research, sentiment analysis and price monitoring in Brazil.

- **URL**: https://apify.com/gangary/mercado-livre-product-reviews-scraper.md
- **Developed by:** [Gangary](https://apify.com/gangary) (community)
- **Categories:** E-commerce, AI
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.00 / 1,000 product scrapeds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

![mercado-livre-product-reviews-scraper](https://empresas-por-cnae.vercel.app/covers/mercado-livre-product-reviews-scraper.png)

## Mercado Livre Scraper — Product Details & Customer Reviews

Paste any Mercado Livre — Brazil's largest marketplace — product link and get the full product page back as structured data: **price, crossed-out price, discount %, installments, seller, official-store flag, stock availability, technical specs, description, gallery images** — plus real **customer reviews** with star rating, text, date, likes and photo count, collected up to your limit.

Accepts `/p/` catalog URLs, `produto.mercadolivre.com.br` links or bare `MLB` ids. Built for **product research, sentiment analysis, review mining and price monitoring** on the Brazilian e-commerce market.

**Em português:** cole o link do produto do Mercado Livre e receba a ficha completa — preços, parcelamento, vendedor, especificações, descrição e fotos — junto com as avaliações reais dos compradores, em tabela pronta pra planilha. Feito pra raspar Mercado Livre: pesquisa de produto, análise de sentimento, mineração de avaliações e monitoramento de preços.

### What you get

One row per product, real output from a Soundcore Liberty 5 listing:

```json
{
  "itemId": "MLB6467824944",
  "productId": "MLB53451486",
  "reviewsId": "MLB53451486",
  "title": "Fone Ouvido Soundcore Liberty 5 Bluetooth 5.4 ANC 3.0 Redução de Voz 2X Dolby Áudio Hi-Res LDAC Graves Dinâmicos 48h IP55 Carregamento Rápido 6 Mics IA Chamadas Claras App Personalização Cor Auzl",
  "condition": "Novo",
  "soldText": "+500 vendidos",
  "price": 559,
  "originalPrice": 799,
  "discountPct": 30,
  "currency": "BRL",
  "installments": "10x R$ 55,90 sem juros",
  "available": true,
  "availableQuantityText": null,
  "sellerId": null,
  "sellerName": "Soundcore",
  "sellerType": "official_store",
  "sellerReputation": "5_green",
  "rating": 4.8,
  "reviewsCount": 1205,
  "attributes": {
    "É sem fio": "Sim",
    "Com cancelamento de ruído": "Sim"
  },
  "description": null,
  "pictures": ["https://http2.mlstatic.com/D_NQ_NP_841908-MLA99999841907_112025-O.webp"],
  "url": "https://www.mercadolivre.com.br/p/MLB53451486",
  "inputUrl": "https://www.mercadolivre.com.br/p/MLB53451486",
  "reviews": [
    {
      "reviewId": 3110055492,
      "rating": 5,
      "text": "Ainda não testei eles mas se bem que tem uma ótima qualidade. Embalagem selada. Produto premium.",
      "date": "2026-09-02T23:10:30Z",
      "relativeDate": "Há 3 semanas",
      "likes": 3,
      "pictureCount": 4
    }
  ],
  "scrapedAt": "2026-09-27T18:35:06.112Z",
  "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 (Novo, Usado…) and units sold |
| `price` / `originalPrice` / `discountPct` | Current price, crossed-out price and discount % |
| `installments` | Installment plan as shown on the page (e.g. 10x interest-free) |
| `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 ("É sem fio: Sim"…) |
| `description` / `pictures` | Full description text 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 product links into **Product URLs** — `/p/` URLs, `produto.mercadolivre.com.br` links or bare `MLB` ids, up to 200 per run. Invalid or duplicated entries are cleaned up automatically.
2. Set **Max reviews per product** (default 50, up to 500) — reviews are collected in pages of 15 until the limit or until the product runs out. Set it to **0** for product details only.
3. Run and export — the **Products** dataset view gives you a slim item / price / rating table, and **With reviews** shows how many reviews each product yielded.

### Pricing

Pay per event: a small start fee opens the Brazilian residential session, then a flat fee per **product delivered** and per **review collected**. Blocked pages, failed products and invalid URLs 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 |
| 10,000 products × 50 reviews (50 runs) | ~US$ 551.00 |

### FAQ

**Is scraping Mercado Livre legal?**
The actor reads publicly listed product pages and their public customer reviews — no login, no paywall bypass, and no personal data beyond the public store/seller name already shown on the page.

**Why do some products 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 product 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-product price. Nothing to configure.

**Can I get product details without reviews?**
Yes — set **Max reviews per product** to 0 and you pay only the product fee, no review charges.

### Honest limitations

- Up to 200 product URLs per run — for larger lists, spread them across multiple runs.
- Reviews are collected in pages of 15 up to your limit (max 500 per product); the actor stops early when the product has fewer reviews.
- Products without an active offer come back with `available: false` and no price.
- Rating, sold count, installments and available quantity appear only when the product page displays them.

### From the same maker

- **[Mercado Livre Search Scraper](https://apify.com/gangary/mercado-livre-search-scraper)** — search by keyword: prices, discounts, sellers and sales.
- **[Mercado Livre Best Sellers & Deals Scraper](https://apify.com/gangary/mercado-livre-best-sellers-scraper)** — top 20 per category and the offers of the day.

***

*Keywords: mercado livre scraper, raspar mercado livre, avaliações mercado livre, reviews mercado livre, opiniões de produtos, product scraper brazil, sentiment analysis brazil, price monitoring brazil, preços mercado livre, e-commerce scraper brazil.*

# Actor input Schema

## `productUrls` (type: `array`):

Product links (https://www.mercadolivre.com.br/p/MLB…, produto.mercadolivre.com.br/MLB-…) or bare ids (MLB123), one per line. Up to 200.

## `maxReviews` (type: `integer`):

Reviews are collected in pages of 15 until this limit or until the product runs out of reviews. 0 = product details only, no reviews.

## Actor input object example

```json
{
  "productUrls": [
    "https://www.mercadolivre.com.br/p/MLB53451486"
  ],
  "maxReviews": 50
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "productUrls": [
        "https://www.mercadolivre.com.br/p/MLB53451486"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("gangary/mercado-livre-product-reviews-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "productUrls": ["https://www.mercadolivre.com.br/p/MLB53451486"] }

# Run the Actor and wait for it to finish
run = client.actor("gangary/mercado-livre-product-reviews-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "productUrls": [
    "https://www.mercadolivre.com.br/p/MLB53451486"
  ]
}' |
apify call gangary/mercado-livre-product-reviews-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,gangary/mercado-livre-product-reviews-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/aGjbZ2HQAE8CY3bok/builds/LgW2wSl0e9KjQQ1b0/openapi.json