The "best tool" is different for web developers and non-coders. If you are a non-technical person that just needs some data there is:

(1) hosted services like mozenda

(2) visual automation tools like Kantu Web Automation (which includes OCR)

(3) and last but not least outsourcing the scraping on sites like Freelancer.com