You can literally hand claude code a competitor's linkedin post and it: > pulls everyone who liked or commented > researches each profile with an ai agent > cuts the freelancers and agency owners > ranks the buyers into 3 tiers > drafts a 3 step linkedin campaign full breakdown:

that tiering logic is everything. most people just blast the whole icp instead of actually sorting out the buyers first :)

definitely, and it's a wonderful way to burn through your entire list haha.

cool so we're just handing out the whole system now..

🙃

everyone's sleeping on this tbh. les signaux c’est un banger

merci

@itsalexvacca cutting the freelancers and agency owners is actually the hardest part of that whole pipeline lol, huge time saver

i know right :)

signals >>>> a job title and a {first_name}

linkedin scrape to ranked campaign is dirty useful

100%

this is absolute gold! 🔥

claude code is truly game changing for outbound

100%

AI helps to best the competition now cool

felt this harder than i wanted to admit

🙌

timing, relevance, and intent > personalization and volume. taking competitor engagers and cutting the noise is how you actually build pipeline that converts. that's it.

yep, as simple as it can get.

Claude Code no LinkedIn é forte. O gap que eu vejo: filtrar buyer é fácil — o handoff pra conversa real é o que mais some.

How does it tell a buyer from a freelancer just from a liked/commented profile? Job title alone misses a lot of agency owners who buy for their own clients.

This is where AI prospecting gets really interesting. The value isn't just finding people who engaged it’s qualifying that engagement into actual buying signals.

It turns a social post into a prospecting funnel: engagement is the input, profile research is the filter, and the campaign is the output.

the outreach layer is our whole world so this is fun to read. we hooked up a @heyreach_io mcp so claude runs the sends directly after pulling the list

@heyreach_io you guys are the absolute best for LinkedIn outreach 🫡