Slack previews

We have the GitLab app added to slack. I would have expected that once added, sharing a URL to an Issue would show some kind of preview of the issue in the channel. I can’t seem to find any sort of configuration about doing so or how to make it possible. Does anybody have any clues on how to get previews of issues in slack?