I mention Signal to people who I meet through work, and they often have not heard of it.
I would consider adding something that lets them know what Signal is like “Better than text” “safer than text” etc.
Also ask some people you are in class with but may not use Signal their thoughts on if this would peak their curiosity enough to scan the link.