I ended up calling:
https://api.twitch.tv/helix/users
Authenticated with the bearer token
curl -H "Authorization: Bearer xxx" https://api.twitch.tv/helix/users
Which gave me basic user information (including the user id which I can use to check follower count).
Thanks.