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If it is a small-scale in person event, you could try sending personalized emails to a very small list of potential attendees as well.

Have sent you a DM

People attending responding yes to LI event works wonders coz it sends a notification to their connections of them attending them event. Ads have generally not worked for us too.

Thanks for the valuable insights folks.