Building a Localized Content Research Tool with SearchApi and Python

A technical walkthrough of Localized Content Lens, a Python tool that compares Google organic results across markets with SearchApi location, country, and language parameters. It preserves raw responses, normalizes results, identifies location-specific domains, and exports Markdown reports, CSV output, and a run manifest for localized content research.