Has Anyone Successfully Built or Used a Yelp Scraper for Data Collection?

Honestly, scraping Yelp is a headache. I tried using a yelp scraper called Import.io, and it worked for a bit, but Yelp caught on quick.

I’d say if you’re gonna do it, use rotating proxies and keep your scraping slow. Also, maybe look into Yelp’s API—it’s not free, but it’s way less of a hassle.

Good luck, man. It’s a tough nut to crack.