Anyone has any idea on how do to personalized outreach emails to ICPs based on the LinkedIn post they like, comment etc? Seen this floating around and was curious to know if there's any tool that helps with this.

maybe use phantombuster + zapier + linkedin api + chatgpt + clay

https://phantombuster.com/automations/linkedin/2880/linkedin-post-likers-export This can help with clay.

@Vikrant R Rao is building on this line.

Hey @Melvin. If you already have the list of people you want to do this for, then: 1. Use proxy based APIs to scrape their activity on linkedin (if you are not doing this at scale, Phantombuster also works, but at scale, it'll end up blocking your profile because it's a cookie-based scraper) 2. Use an LLM to make sense of this scrape and now you have personalisation points ready 3. Use an LLM to write emails using these personalisation points along with the template that works for your ICP 4. You can do all of the above either using scripts or use a platform like Clay + Smartlead/Instantly for delivery If you don't have a list of people and are trying to find people based on comments and likes on a particular topic, it's more laborious. 1. Collate a list of posts (can do this manually, if you want to automate this then use Claygent + smart ways to search for relevant posts) 2. Use an API to scrape the people + their comments 3. Follow the same steps as above Hope this helps. Happy to clarify anything if required.