Author: Leo, Technical Lead at Pangolinfo

Tags: amazon python api mcp web-scraping data-analysis

Reading time: ~12 minutes

TL;DR

This tutorial walks through building a complete Amazon competitor research system using Python and the Pangolinfo API. You'll learn the 5-step IBADM framework (Identify → Baseline → Analyze → Differentiate → Monitor) and get production-ready code you can run today. We'll also cover how to use the Amazon Data MCP for no-code competitor analysis.