We search for a GitHub account that matches the startup name and a GitHub account for each LinkedIn username of the startup's team members. So, to use demand analytics as an example, we found these GitHub accounts:

https://github.com/josscrowcroft https://github.com/usethekey

I'll update the site so that it links to the GitHub accounts for each startup.