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.

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.
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:

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

Keyword and advertising rank research:

{
  "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
• Amazon data API documentation
• Amazon Review API documentation
• Amazon Data MCP for AI agents
• Official n8n community node

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 or email csm@pangolinfo.com. Source code and issue tracking are maintained by the official Pangolin-spg GitHub organization.