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Amazon PA API Assistant

Business Operations Updated 2026.08.30

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Please follow https://skillhub.cn/install/skillhub.md and install @user_15292d5a/yjkj-amazon-paapi.

About this skill

Problem

Amazon product data such as price, reviews, and titles is scattered across listing pages, while scraping is brittle. amazon-paapi targets compliant product-data workflows: it queries the Amazon Product Advertising API for product information, pricing, and reviews, and keeps watched ASINs in a local tracker.

How It Works

The skill centers on PA API calls and lightweight ASIN tracking:
- Look up products: fetch structured fields such as title, price, and review summary from an ASIN.
- Manage the ASIN tracker: add product ASINs to a list and view all tracked products.
- Connect the API: prepare an Amazon Associates account, enable Product Advertising API in the dashboard, and store the Access Key and Secret Key.

Limits And Notes

Rate limits depend on Associates status: accounts with earnings are roughly capped at 8640 requests/day, while accounts without earnings are roughly limited to 1 request/5 sec, with an overall 1 request/sec throttle. The API is free, but it requires an active Associates account; prolonged inactivity can lead to deactivation.

Use Cases

  • Fetch ASIN price, title, reviews
  • Verify product ASIN for brief
  • Track key ASINs and list them
  • Feed PA API data to dashboard

Best For

  • E-commerce pricing ops: needs to check ASIN price, title, and reviews to support selection decisions
  • Cross-border content editors: needs to pull basic product details for buying briefs or recommendation posts
  • Seller operations staff: needs to track key ASINs and review the current product list
  • Data engineers: needs to integrate structured PA API output into internal pricing or competitor monitoring