# Pangolinfo Amazon Product Data (`pangolinfo/pangolinfo-apify-actors`) Actor

Fetch structured Amazon product details, keyword search results, reviews, seller catalogs, best sellers, and new releases across 8 marketplaces with the official Pangolinfo Amazon Scraper API.

- **URL**: https://apify.com/pangolinfo/pangolinfo-apify-actors.md
- **Developed by:** [Charon Jiang](https://apify.com/pangolinfo) (community)
- **Categories:** Developer tools, E-commerce, Automation
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

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

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

## Pangolinfo Amazon Product Data

Collect structured Amazon product details, keyword search results, reviews, seller catalogs, Best Sellers, and New Releases with the official [Pangolinfo Amazon Scraper API](https://www.pangolinfo.com/amazon-scraper-api/).

This Actor gives product researchers, ecommerce teams, agencies, and automation builders a repeatable way to run Amazon data jobs on Apify. Results are saved to a structured dataset that can be scheduled, exported as JSON, CSV, or Excel, consumed through the Apify API, or connected to tools such as n8n and Make.

### What this Actor can do

- Retrieve product details by ASIN, including price, availability, ratings, images, variations, and rank data returned by the API.
- Search Amazon by keyword for product discovery, organic visibility, and Sponsored placement analysis.
- Collect recent or helpful reviews with star filters for complaint mining and voice-of-customer research.
- List products associated with a seller for catalog and competitor monitoring.
- Track category Best Sellers and identify fast-moving products.
- Monitor New Releases to detect launches before they mature into established competitors.
- Localize requests across the United States, Germany, the United Kingdom, Japan, France, Italy, Spain, and Canada.

### How to use it

1. Get an API key from the [Pangolinfo Console](https://tool.pangolinfo.com/).
2. Paste the key into the encrypted **Pangolinfo API key** input.
3. Choose a data operation.
4. Enter the required ASIN, keyword, or seller ID.
5. Choose the Amazon marketplace and delivery location.
6. Run the Actor and open the dataset in the Output tab.

The API key is marked as an Apify secret input. It is not written to logs, datasets, or output records.

### Input examples

Product details:

```json
{
  "apiKey": "YOUR_PANGOLINFO_API_KEY",
  "operation": "productDetail",
  "asin": "B0D1XD1ZV3",
  "marketplace": "amz_us",
  "zipcode": "10041"
}
```

Keyword and advertising rank research:

```json
{
  "apiKey": "YOUR_PANGOLINFO_API_KEY",
  "operation": "keywordSearch",
  "keyword": "wireless earbuds",
  "marketplace": "amz_us",
  "zipcode": "10041"
}
```

### Output

Each run stores a result envelope containing the selected operation, fetch time, marketplace, query, task/request identifiers, retry count, and the complete structured Pangolinfo response. Keeping the full response preserves fields needed for product research, ranking analysis, review mining, and downstream automation.

### Automation ideas

- Schedule keyword searches and compare organic or Sponsored positions over time.
- Send price or availability changes to Slack, email, Google Sheets, Airtable, or a warehouse.
- Run one-star review collection weekly and summarize recurring complaints with an AI model.
- Watch a seller catalog for new ASINs.
- Export Best Sellers and New Releases into a product opportunity dashboard.

### Pricing and API usage

The Actor itself uses Apify's pay-per-usage infrastructure. Pangolinfo API usage is billed according to the plan associated with the API key supplied by the user. One Actor run makes one Pangolinfo request, with bounded retries only for rate limits, server errors, timeouts, or temporary network failures. Keep page counts and schedules proportional to your research needs.

### Documentation and related products

- [Amazon Scraper API product page](https://www.pangolinfo.com/amazon-scraper-api/)
- [Amazon data API documentation](https://docs.pangolinfo.com/en-api-reference/amazonApi/amazonScrapeAPI)
- [Amazon Review API documentation](https://docs.pangolinfo.com/en-api-reference/amazonReviewAPI/amazonReviewAPI)
- [Amazon Data MCP for AI agents](https://www.pangolinfo.com/amazon-data-mcp/)
- [Official n8n community node](https://www.npmjs.com/package/n8n-nodes-pangolinfo)

### Responsible use

Use the Actor and returned data in accordance with applicable laws, marketplace terms, and Pangolinfo's service terms. Do not use it for spam, deceptive activity, or unauthorized personal-data collection.

### Support

For product and API support, visit [Pangolinfo](https://www.pangolinfo.com/) or email `csm@pangolinfo.com`. Source code and issue tracking are maintained by the official `Pangolin-spg` GitHub organization.

# Actor input Schema

## `apiKey` (type: `string`):

Bearer API key from the Pangolinfo Console. Apify stores this field encrypted.

## `operation` (type: `string`):

Select the Amazon dataset to retrieve.

## `asin` (type: `string`):

Required for product details and reviews, for example B0D1XD1ZV3.

## `keyword` (type: `string`):

Required for keyword search, Best Sellers, and New Releases.

## `sellerId` (type: `string`):

Required for the seller product catalog operation.

## `marketplace` (type: `string`):

Marketplace used for localized content, price, stock, rankings, and search results.

## `zipcode` (type: `string`):

Location used for localized price, availability, and delivery information.

## `pageCount` (type: `integer`):

Number of pages for reviews or seller products. Keep runs bounded to control API usage.

## `reviewStarFilter` (type: `string`):

Applied only to the reviews operation.

## `reviewSort` (type: `string`):

Applied only to the reviews operation.

## `timeoutSeconds` (type: `integer`):

Maximum time for the Pangolinfo request. Amazon jobs can take longer than standard HTTP requests.

## Actor input object example

```json
{
  "operation": "productDetail",
  "marketplace": "amz_us",
  "zipcode": "10041",
  "pageCount": 1,
  "reviewStarFilter": "all_stars",
  "reviewSort": "recent",
  "timeoutSeconds": 180
}
```

# Actor output Schema

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

Dataset items returned by the selected Pangolinfo Amazon data operation.

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("pangolinfo/pangolinfo-apify-actors").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 = {}

# Run the Actor and wait for it to finish
run = client.actor("pangolinfo/pangolinfo-apify-actors").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 '{}' |
apify call pangolinfo/pangolinfo-apify-actors --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,pangolinfo/pangolinfo-apify-actors"
        }
    }
}

```

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/ZCX1ergJuvnJgaQPS/builds/0qp6XbNatx5fK6mX8/openapi.json