Retrieve structured Amazon product, keyword search, category, seller and bestseller data with Pangolinfo APIs for e-commerce research and agent workflows.
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---
name: "Pangolinfo Amazon Scraper"
slug: "pangolinfo-amazon-scraper"
description: "Retrieve structured Amazon product, keyword search, category, seller and bestseller data with Pangolinfo APIs for e-commerce research and agent workflows."
verification: "listed"
source: "https://github.com/Pangolin-spg/openclaw-skills/tree/main/pangolinfo-amazon-scraper"
category: "Research & Scraping"
framework: "OpenClaw"
---
# Pangolinfo Amazon Scraper
This skill connects an OpenClaw workflow to the documented Pangolinfo Amazon Scraper API. Use it when a user needs structured product details, keyword search results, category listings, seller product lists, or bestseller data for e-commerce research. The upstream package includes a SKILL.md, a Python helper, and reference documentation. Python 3.6 or later is required; the helper uses the standard library.
Choose the parser that matches the user request: amzProductDetail for a product URL, amzKeyword for keyword search, amzProductOfCategory for category pages, amzProductOfSeller for seller pages, or amzBestSellers for bestseller pages. The helper accepts a ZIP code for localized pricing and supports JSON, raw HTML, or Markdown output. Preserve source URLs and distinguish unavailable fields from zero values when reporting results.
Pangolinfo is an independent data provider, not an official Amazon service. The skill source is MIT licensed, but API access requires a Pangolinfo account and credentials. Limited trial credits are available; subsequent API usage is paid. This listing does not assert a security review or testing in every agent client.
## Installation
No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.
- Source: https://github.com/Pangolin-spg/openclaw-skills/tree/main/pangolinfo-amazon-scraper
## Documentation
- [Skill product page](https://www.pangolinfo.com/amazon-scraper-skill/)
- [Amazon Scraper API](https://www.pangolinfo.com/amazon-scraper-api/)
- [API reference](https://docs.pangolinfo.com/en-api-reference/amazonApi/amazonScrapeAPI)
- [Canonical source and full installation files](https://github.com/Pangolin-spg/openclaw-skills/tree/main/pangolinfo-amazon-scraper)
