Cold messages to people in my field, do they work? - what worked for you?

A friend suggested informational chats and I do not know how to ask. This is my first time dealing with any of this. I worry about bothering people. How do you phrase the request?

Follow up with a thank-you and a short update. One of my chats led to a referral a month later.