Amazon Scraping

Real-time integration with Google Sheets: uses gspread and Batch API to synchronize data directly from the cloud without exceeding request rate limits.

State preservation: built-in SQLite database to track progress, allowing the script to continue from the last page in case of interruption.

Bot protection: implemented custom headers, User-Agents, and delays that mimic human behavior to ensure stable data extraction.

Automated data cleaning: cleaned and structured data, including URLs, titles, options, ratings, and prices.