[b]"Is Using a Google Web Scraper Against Their Terms of Service?"[/b] or [b]"How Effective Is a Google Web Scrape

Yep, got my home IP banned once. Not fun.

Now I only scrape via AWS Lambda + proxies. Spreads the requests across IPs, and Lambda’s free tier helps keep costs down.

Also, check out “scrape-google-serp” on GitHub—it’s a decent starter script with rate limiting built in.