You don’t need to write viral posts or create a bunch of content from scratch to run a great outreach campaign. At Reply.io, we found a smarter way: we ride the wave of engagement that’s already happening.
Instead of chasing cold prospects, we go where the attention already is: LinkedIn posts our target audience is engaging with.
They’ve already raised their hand by liking, commenting, or sharing something related to our world.
That’s your signal.
Those are warm leads.
And with the right tools and messaging, you can start real conversations that turn into pipeline.
In this guide, you’ll learn how we do it step by step: from finding the right posts and scraping likers, to cleaning your list, segmenting prospects, and sending personalized messages that get replies.
We’ll cover:
- How to spot high-engagement posts your prospects already love
- How to pull a list of everyone who interacted (fast)
- How to clean and segment that list so you’re only talking to the right people
- How to write outreach that feels like a conversation, not a pitch
- How we use Clay + AI to scale personalization without sounding like a robot
- And finally, how we follow up naturally once someone replies
You’ll also get tools, templates, prompts, and real-life examples from our team at Reply.io.
Think of this as your playbook for:
- Getting warm leads without cold-calling
- Building lists without Sales Nav or manual prospecting
- Starting conversations that lead somewhere
Let’s start with where the gold is—LinkedIn. It’s full of people showing interest in the exact stuff you talk about.
You just need to know how to spot them—and we’ll share with you how.
How we find ready-to-talk prospects on LinkedIn
First, we look for posts on LinkedIn that our target audience is already interacting with. It’s like joining a party that’s already buzzing instead of trying to host your own.
- We search for keywords our audience cares about, things like “AI,” “sales engagement tools,” or “B2B lead generation.”
- Then we filter for posts from the last week or month to make sure the conversations are still fresh.
- Once we spot a few posts with good traction (100+ likes is a sweet spot), we zoom in on the engaged users: the ones liking, commenting, and sharing.
To make it faster, we use tools like Persana, Captain Data, or RapidAPI. With just a post link, these tools give us a list of everyone who interacted.
There are prospects at our fingertips.
So, once we find a great post, it’s time to pull the list of people who engaged with it, usually in just a few minutes. You can do it just as fast…
The easiest way to scrape LinkedIn likes and build prospect lists
Reaching out to people who liked a LinkedIn post is one of the easiest ways to start conversations = they’re already showing interest!
If you want to scrape post-likers, Captain Data works like this:
- Go to Captain Data and search for the workflow “Find Likers with Email from LinkedIn Post.”
- Create a new job.
- Paste the LinkedIn post URL you want to scrape.
- Choose your Captain Data account.
- Set the maximum number of results if you want to capture more people.
- Name your workflow (add the date = super helpful later!) and launch it.
- After a few minutes, you’ll get a clean list of post-likers, ready to filter by your ideal customer profile if needed.
You can export the list to a CSV, filter out irrelevant contacts, and…let’s start with cleaning the list for now.
Don’t worry. It’s easy!
How to clean your prospect list without losing your mind
Cleaning your list doesn’t have to be overwhelming. In fact, once you know what to look for (and what to do with it), it becomes a quick habit that saves you tons of time later.
Follow these steps to get it done: