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One overlooked signal generated $62,500 in new deals.

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Why This Works

Everyone scrapes commenters.

Almost no one scrapes likers.

But in 2025, likes are a goldmine of low-friction, passive intent signals — especially if:

This playbook gives you the exact steps we use to pull, filter, and message engagers — then book qualified calls without cold-pitching.

Step-by-Step Workflow

1. Find Posts With the Right Intent


2. Scrape All Engagers Using Prosp


3. Build Your Smart Filters


4. DM Sequence That Doesn’t Feel Cold

Been chatting with a few [title]s on this lately —

sounds like [shared pain] keeps coming up.

→ Creates relevance

→ Feels social (not salesy)