# Mercado Libre Multi-Country Scraper - BR MX AR CL CO PE (`viralanalyzer/mercadolibre-multi-country`) Actor
Scrape Mercado Libre products across 6 LATAM marketplaces (BR/MX/AR/CL/CO/PE) in one actor. Real-time prices, sellers, ratings, native currency. Pick country via input. Playwright stealth bypass for ML 2026 anti-bot.
- **URL**: https://apify.com/viralanalyzer/mercadolibre-multi-country.md
- **Developed by:** [viralanalyzer](https://apify.com/viralanalyzer) (community)
- **Categories:** E-commerce, Lead generation
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet
## Pricing
from $20.00 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event
## What's an Apify Actor?
Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.
Actors are written with capital "A".
## 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.
The best way to integrate Actors is as follows.
In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):
```bash
npm install apify-client
```
In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):
```bash
pip install apify-client
```
In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):
````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash
In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).
If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).
For usage examples, see the [API](#api) section below.
For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).
# README
## Mercado Livre BR Scraper 🛒
> 🔗 [View on Apify Store](https://apify.com/viralanalyzer/mercadolivre-scraper) | 🇺🇸 English | [🇧🇷 Português](#português)
Scrape product listings from **Mercado Livre Brasil** (mercadolivre.com.br). Extract product details, pricing, seller data, shipping info, reviews, and categories. No API key needed.
### ✨ Features
- 🛒 **Product search** — Search any product on Mercado Livre Brasil
- 💰 **Full pricing** — Price, original price, discount percentage, currency
- 🏪 **Seller data** — Nickname, reputation level, total sales
- 🚚 **Shipping info** — Free shipping, estimated days, fulfillment type
- ⭐ **Reviews** — Average rating, review count
- 🏷️ **Categories** — Full category tree per product
- ✅ **Validated output** — Every item checked before delivery
- 🌐 **Apify Proxy** — Built-in proxy support
### 📥 Input
| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `searchQuery` | string | `"notebook samsung"` | Search term on Mercado Livre |
| `maxResults` | integer | `10` | Max products to extract (1–100) |
| `includeReviews` | boolean | `true` | Extract review data from product pages |
#### Input Example
```json
{
"searchQuery": "iphone 15",
"maxResults": 5,
"includeReviews": true
}
````
### 📤 Output
Each product produces one object:
| Field | Type | Description |
|-------|------|-------------|
| `product_id` | string | Mercado Livre product ID (MLB...) |
| `title` | string | Product title |
| `price` | number | Current price in BRL |
| `original_price` | number | Original price before discount |
| `discount_pct` | integer | Discount percentage |
| `currency` | string | Currency code (BRL) |
| `condition` | string | new / used / refurbished / unknown |
| `seller.nickname` | string | Seller display name |
| `seller.reputation` | string | Seller reputation level |
| `seller.total_sales` | integer | Seller total sales count |
| `shipping.free_shipping` | boolean | Whether shipping is free |
| `shipping.estimated_days` | integer | Estimated delivery days |
| `shipping.type` | string | fulfillment / free / standard |
| `categories` | string\[] | Product category tree |
| `questions_count` | integer | Number of product questions |
| `reviews_count` | integer | Number of product reviews |
| `average_rating` | number | Average review rating (1.0–5.0) |
| `url` | string | Product page URL |
| `thumbnail` | string | Product image URL |
#### Output Example
```json
{
"product_id": "MLB3576810718",
"title": "Notebook Samsung Galaxy Book3 ...",
"price": 2899.00,
"original_price": 3499.00,
"discount_pct": 17,
"currency": "BRL",
"condition": "new",
"seller": {
"nickname": "SAMSUNG OFICIAL",
"reputation": "5_green",
"total_sales": 150000,
"positive_ratings_pct": null
},
"shipping": {
"free_shipping": true,
"estimated_days": 3,
"type": "fulfillment"
},
"categories": ["Informática", "Notebooks", "Samsung"],
"questions_count": 245,
"reviews_count": 1823,
"average_rating": 4.6,
"url": "https://www.mercadolivre.com.br/notebook-samsung.../p/MLB3576810718",
"thumbnail": "https://http2.mlstatic.com/D_NQ_NP_..."
}
```
### 💰 Cost
Approximately **$0.03 per product** using Pay Per Event pricing.
### 📋 Use Cases
- **Price Monitoring** — Track product prices and discounts over time
- **Competitor Analysis** — Compare seller reputation and pricing
- **Market Research** — Analyze product categories and demand
- **Lead Generation** — Find top sellers in your niche
- **E-commerce Intelligence** — Monitor shipping options and fulfillment
### ❓ FAQ
**Q: Do I need a Mercado Livre API key?**
A: No! This actor works without any API credentials.
**Q: What proxy should I use?**
A: Apify Proxy with residential proxies (Brazil) is recommended.
**Q: Can I search for any product?**
A: Yes! Any search term that works on mercadolivre.com.br works here.
**Q: Does it extract seller reputation?**
A: Yes! Reputation level and total sales are included when available.
**Q: How many products can I extract per run?**
A: Up to 100 products per search query.
### � Pricing
This actor uses **Pay Per Event (PPE)** pricing:
| Metric | Cost |
|--------|------|
| `product-scraped` | $0.03 per product |
### �🔗 Related Actors
- [CNPJ Enricher](https://apify.com/viralanalyzer/cnpj-enricher) — Enrich sellers with company data
- [Google Maps BR](https://apify.com/viralanalyzer/google-maps-br-scraper) — Business data + reviews
- [Instagram Reels Scraper](https://apify.com/viralanalyzer/instagram-reels-scraper) — Social media metrics
### 📝 Changelog
#### v1.3 (Current)
- ✅ Improved reliability and error handling
- ✅ Enhanced seller data extraction
- ✅ Better review and category extraction
#### v1.0
- Initial release
***
## Mercado Livre BR Scraper 🛒
> [🇺🇸 English](#mercado-livre-br-scraper-) | 🇧🇷 Português
Raspe listagens de produtos do **Mercado Livre Brasil** (mercadolivre.com.br). Extraia detalhes do produto, preços, dados do vendedor, frete, avaliações e categorias. Sem necessidade de API key.
### ✨ Funcionalidades
- 🛒 **Busca de produtos** — Pesquise qualquer produto no Mercado Livre Brasil
- 💰 **Preços completos** — Preço, preço original, desconto, moeda
- 🏪 **Dados do vendedor** — Apelido, nível de reputação, total de vendas
- 🚚 **Info de frete** — Frete grátis, prazo estimado, tipo de envio
- ⭐ **Avaliações** — Nota média, contagem de avaliações
- 🏷️ **Categorias** — Árvore de categorias por produto
- ✅ **Output validado** — Cada item verificado antes da entrega
- 🌐 **Apify Proxy** — Suporte a proxy integrado
### 📥 Entrada
| Parâmetro | Tipo | Padrão | Descrição |
|-----------|------|--------|-----------|
| `searchQuery` | string | `"notebook samsung"` | Termo de busca no Mercado Livre |
| `maxResults` | inteiro | `10` | Máx produtos a extrair (1–100) |
| `includeReviews` | boolean | `true` | Extrair dados de avaliação |
#### Exemplo de Entrada
```json
{
"searchQuery": "iphone 15",
"maxResults": 5,
"includeReviews": true
}
```
### 📤 Saída
Cada produto produz um objeto:
| Campo | Tipo | Descrição |
|-------|------|-----------|
| `product_id` | string | ID do produto (MLB...) |
| `title` | string | Título do produto |
| `price` | número | Preço atual em BRL |
| `original_price` | número | Preço original antes do desconto |
| `discount_pct` | inteiro | Porcentagem de desconto |
| `currency` | string | Moeda (BRL) |
| `condition` | string | new / used / refurbished / unknown |
| `seller.nickname` | string | Nome do vendedor |
| `seller.reputation` | string | Nível de reputação |
| `seller.total_sales` | inteiro | Total de vendas |
| `shipping.free_shipping` | boolean | Se o frete é grátis |
| `shipping.estimated_days` | inteiro | Prazo estimado em dias |
| `shipping.type` | string | fulfillment / free / standard |
| `categories` | string\[] | Árvore de categorias |
| `questions_count` | inteiro | Número de perguntas |
| `reviews_count` | inteiro | Número de avaliações |
| `average_rating` | número | Nota média (1.0–5.0) |
| `url` | string | URL da página do produto |
| `thumbnail` | string | URL da imagem |
### 💰 Custo
Aproximadamente **R$0,10–0,40 por execução** (3 produtos) usando Apify Proxy.
### 📋 Casos de Uso
- **Monitoramento de preços** — Acompanhe preços e descontos ao longo do tempo
- **Análise da concorrência** — Compare reputação e preços dos vendedores
- **Pesquisa de mercado** — Analise categorias e demanda de produtos
- **Geração de leads** — Encontre os melhores vendedores no seu nicho
- **Inteligência de e-commerce** — Monitore opções de frete e fulfillment
### ❓ Perguntas Frequentes
**P: Preciso de API key do Mercado Livre?**
R: Não! Este actor funciona sem nenhuma credencial de API.
**P: Qual proxy devo usar?**
R: Apify Proxy com proxies residenciais (Brasil) é recomendado.
**P: Posso buscar qualquer produto?**
R: Sim! Qualquer termo que funcione no mercadolivre.com.br funciona aqui.
**P: Extrai reputação do vendedor?**
R: Sim! Nível de reputação e total de vendas são incluídos quando disponíveis.
**P: Quantos produtos posso extrair por execução?**
R: Até 100 produtos por busca.
### � Preços
Este actor usa precificação **Pay Per Event (PPE)**:
| Métrica | Custo |
|---------|-------|
| Por produto extraído | $0.02 |
| Por execução (até 3 produtos) | ~$0.06–$0.08 |
### �🔗 Actors Relacionados
- [CNPJ Enricher](https://apify.com/viralanalyzer/cnpj-enricher) — Enriqueça vendedores com dados empresariais
- [Google Maps BR](https://apify.com/viralanalyzer/google-maps-br-scraper) — Dados de empresas + avaliações
- [Instagram Reels Scraper](https://apify.com/viralanalyzer/instagram-reels-scraper) — Métricas de redes sociais
# Actor input Schema
## `country` (type: `string`):
Target Mercado Libre country marketplace. Each country has its own domain (mercadolivre.com.br, mercadolibre.com.mx, etc).
## `searchQuery` (type: `string`):
Search term (e.g. 'iphone 15', 'notebook samsung')
## `maxResults` (type: `integer`):
Maximum products to extract (default: 10)
## `includeDetails` (type: `boolean`):
Visit each product page to extract seller, full condition, shipping details, description. DISABLE to reduce cost ~70% (skip Phase 2 Playwright detail pages).
## Actor input object example
```json
{
"country": "MX",
"searchQuery": "iphone",
"maxResults": 10,
"includeDetails": false
}
```
# Actor output Schema
## `results` (type: `string`):
Dataset containing all scraped results. Each item follows the dataset schema.
# API
You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.
## JavaScript example
```javascript
import { ApifyClient } from 'apify-client';
// Initialize the ApifyClient with your Apify API token
// Replace the '' with your token
const client = new ApifyClient({
token: '',
});
// Prepare Actor input
const input = {
"country": "MX",
"searchQuery": "iphone"
};
// Run the Actor and wait for it to finish
const run = await client.actor("viralanalyzer/mercadolibre-multi-country").call(input);
// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${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 '' with your token.
client = ApifyClient("")
# Prepare the Actor input
run_input = {
"country": "MX",
"searchQuery": "iphone",
}
# Run the Actor and wait for it to finish
run = client.actor("viralanalyzer/mercadolibre-multi-country").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{
"country": "MX",
"searchQuery": "iphone"
}' |
apify call viralanalyzer/mercadolibre-multi-country --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=viralanalyzer/mercadolibre-multi-country",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Mercado Libre Multi-Country Scraper - BR MX AR CL CO PE",
"description": "Scrape Mercado Libre products across 6 LATAM marketplaces (BR/MX/AR/CL/CO/PE) in one actor. Real-time prices, sellers, ratings, native currency. Pick country via input. Playwright stealth bypass for ML 2026 anti-bot.",
"version": "1.0",
"x-build-id": "bbOwYsB42nMiCfvBj"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/viralanalyzer~mercadolibre-multi-country/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-viralanalyzer-mercadolibre-multi-country",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/viralanalyzer~mercadolibre-multi-country/runs": {
"post": {
"operationId": "runs-sync-viralanalyzer-mercadolibre-multi-country",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/viralanalyzer~mercadolibre-multi-country/run-sync": {
"post": {
"operationId": "run-sync-viralanalyzer-mercadolibre-multi-country",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
}
},
"components": {
"schemas": {
"inputSchema": {
"type": "object",
"required": [
"searchQuery"
],
"properties": {
"country": {
"title": "Country (Mercado Libre marketplace)",
"enum": [
"BR",
"MX",
"AR",
"CL",
"CO",
"PE"
],
"type": "string",
"description": "Target Mercado Libre country marketplace. Each country has its own domain (mercadolivre.com.br, mercadolibre.com.mx, etc).",
"default": "BR"
},
"searchQuery": {
"title": "Search Query",
"type": "string",
"description": "Search term (e.g. 'iphone 15', 'notebook samsung')"
},
"maxResults": {
"title": "Max Results",
"minimum": 1,
"maximum": 100,
"type": "integer",
"description": "Maximum products to extract (default: 10)",
"default": 10
},
"includeDetails": {
"title": "Include Detail Page Enrichment",
"type": "boolean",
"description": "Visit each product page to extract seller, full condition, shipping details, description. DISABLE to reduce cost ~70% (skip Phase 2 Playwright detail pages).",
"default": false
}
}
},
"runsResponseSchema": {
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"actId": {
"type": "string"
},
"userId": {
"type": "string"
},
"startedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"finishedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"status": {
"type": "string",
"example": "READY"
},
"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
"stats": {
"type": "object",
"properties": {
"inputBodyLen": {
"type": "integer",
"example": 2000
},
"rebootCount": {
"type": "integer",
"example": 0
},
"restartCount": {
"type": "integer",
"example": 0
},
"resurrectCount": {
"type": "integer",
"example": 0
},
"computeUnits": {
"type": "integer",
"example": 0
}
}
},
"options": {
"type": "object",
"properties": {
"build": {
"type": "string",
"example": "latest"
},
"timeoutSecs": {
"type": "integer",
"example": 300
},
"memoryMbytes": {
"type": "integer",
"example": 1024
},
"diskMbytes": {
"type": "integer",
"example": 2048
}
}
},
"buildId": {
"type": "string"
},
"defaultKeyValueStoreId": {
"type": "string"
},
"defaultDatasetId": {
"type": "string"
},
"defaultRequestQueueId": {
"type": "string"
},
"buildNumber": {
"type": "string",
"example": "1.0.0"
},
"containerUrl": {
"type": "string"
},
"usage": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "integer",
"example": 1
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
},
"usageTotalUsd": {
"type": "number",
"example": 0.00005
},
"usageUsd": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "number",
"example": 0.00005
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
}
}
}
}
}
}
}
}
```