Scraping data off the net is feasible for startup AI companies struggling with funding, as it is cheap and a vast amount of data can be collected quickly and easily. The data also has variety as it includes not just websites and social media posts, but also public records and works created by writers, poets, painters, photographers, coders etc. These are data impossible to collect manually.
Source: Data Scraping AI Companies & Writers Fight to Define Future of AI