Thinknum has built web crawlers to index data for thousands of companies, capturing relevant information for analysts to use in their investment process. Alternative data has become critical for analysts to understand value drivers for companies as their business models become more web-based. Thinknum has hundreds of institutional clients (major hedge funds and bulge bracket investment banks).