Pangolinfo Amazon Scraper API
Real-time Amazon data API: products, ads ranks, reviews
Real-time Amazon product, keyword search (organic + Sponsored Products ranks), reviews, Best Sellers, New Releases, categories and seller data across 13 marketplaces as JSON, HTML or Markdown. Free pl
Built by Pangolinfo · API · E-Commerce · Data & Analytics · Freemium
In category: #48 of 48 · API
Pangolinfo Amazon Scraper API is a Community listing on Launch Llama with 0 total upvotes, founded by Pangolinfo who joined in Nov 2026, compared against 4 alternatives.
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Pangolinfo (Joined Nov 2026)
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Compared against 4 alternatives
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Launched on Launch Llama Nov 9, 2026 · #73 of 96 that day
About
Each request sends a parser name, marketplace code and an ASIN, keyword, category node or seller ID, and the API returns parsed fields such as price, rating, availability and seller. Six Amazon-native parsers cover product detail, keyword search with sponsored positions, category products, seller storefronts, Best Sellers and New Releases. A ZIP code can be set to match delivery context, and each structured page costs one credit.
Key Features
- Returns Amazon product detail pages by ASIN as structured JSON
- Scrapes keyword search results with organic and sponsored position data
- Pulls category listings, seller storefronts, Best Sellers and New Releases
- Covers 13 documented Amazon marketplaces with ZIP-based delivery context
- Handles access, rendering and parsing so you don't maintain proxies or scrapers
Use Cases
- Monitoring Amazon keyword ad placements and organic rankings for a product catalog
- Tracking competitor seller storefronts and new ASIN launches within a category
- Pulling Best Sellers lists to watch category demand shifts over time
From the founder
Who it's for
“Developers, e-commerce teams and AI agent builders who need real-time Amazon data without running proxies, CAPTCHA solving or rendering themselves.”
Why I built it
“Leo Jiang, Director of Product at Pangolinfo. Scraping Amazon reliably is painful, so we built an API that returns product, keyword search (organic + Sponsored Products ranks), reviews, Best Sellers, New Releases, categories and seller data across 13 marketplaces as JSON, HTML or Markdown. Free plan: 60 credits/month, no card. Also available as a hosted MCP server (Amazon Data MCP) for AI agents.”
Who it is for
- Ecommerce teams monitoring Amazon listings, prices and ad placements
- Developers building product research or price-tracking tools on Amazon data
Pricing
Free plan: 60 credits/month, no card
Alternatives
Amazon Profit & PPC Analytics for SellersSee real profit per SKU, track keyword ranks, check indexing and read PPC data in one place. Works with Claude and ChatGPT. Try EcomDune free for 14 days.
MonocrawlSearch, scrape and monitor public posts, products and reviews with one API. Monthly subscriptions. 1,000 free credits every month, no card required.More in API
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