A custom Python script will need to be developed to scrape specific product data (name, price, description, images) from five different e-commerce websites on a weekly basis. The extracted data must be cleaned, structured, and saved into a Google Sheet or CSV file. The script should be robust, handle potential website changes, and include error logging. Proficiency in Python, Beautiful Soup/Scrapy, and data manipulation is non-negotiable.