Here is a possible workaround: 1. Generate a list of company names from AngelList and Crunchbase. 2A. Automate Google searches for "[company name] + [valuatio

Here is a possible workaround: 1. Generate a list of company names from AngelList and Crunchbase. 2A. Automate Google searches for "[company name] + [valuation]." Scrape search results. 2B. Alternatively, use Google Custom Websearch API and search for "[company name] + [valuation]." https://developers.google.com/custom-search/json-api/v1/overview https://developers.google.com/custom-search/json-api/v1/over... 3. Parse search results by writing a regular expression that matches common patterns of how a company valuation might be phrased. Examples: "at $10B valuation," "valued at $10B", "valuing the company at 10 billion" 4. Sanitize data manually, or outsource to Mturk to get people to validate results.