If it's the first time you've interacted with the person, appointments won't be added to your calendar automatically. You'll need to change your Google Settings.
- Go to your Google Calendar
- Click Settings → General → Event settings
- Under Add invitations to my calendar, select From everyone:
- When an appointment is arranged, you'll see a notification that asks you to click I know the sender: