## [How to automate market mapping with AI: a developer's guide to competitive landscape analysis](https://parallel.ai/articles/how-to-automate-market-mapping-with-ai-a-developers-guide-to-competitive-landscape-analysis)

Market mapping software helps teams identify, categorize, and track companies within a market segment. Investment firms use it to source deals. Sales teams use it to build territory plans. Product managers use it to spot competitive threats before they become existential.