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Google Search Suggestion Scraper

Scrapes Google autocomplete suggestions for celebrity and law firm names with negative keyword filtering.

Tech Stack

PythonSeleniumMulti-threadingPandasProxiesExcel

About this project

A multi-threaded scraper that queries Google Search suggestions for large input lists (celebrities, law firms). Results are filtered against negative keyword lists, labelled, and exported to Excel. Supports proxy rotation and processes hundreds of queries in parallel. Used for SEO research and brand reputation analysis.
Added May 2026