If you’re avoiding API keys, you’re kinda limited. `googlesearch-python` is okay, but it’s hit or miss.
For something more stable (but paid), `serpapi` is the way to go. Their free tier isn’t bad for testing.
Side note: If you’re doing serious scraping, consider rotating proxies. Google bans IPs fast.
For something more stable (but paid), `serpapi` is the way to go. Their free tier isn’t bad for testing.
Side note: If you’re doing serious scraping, consider rotating proxies. Google bans IPs fast.
