LinkedIn post engagement scraper — extract likers and commenters as leads
The easiest qualification signal on LinkedIn: engagement on a relevant post. When someone likes a post about LinkedIn automation, AI for founders, or GTM strategy, they’ve told you something about themselves without being asked. The agent navigates to a target profile’s recent activity page (linkedin.com/in/{username}/recent-activity/all/), scans every post for reactions and comments, and logs each engager — name, LinkedIn URL, company, title. Profiles already in your outreach history are flagged and skipped. New matches queue for the outreach step. Because the signal is opt-in behavior, reply rates from this list land 25–40% vs. 8–15% for cold outreach.
What you get
- Collects every post liker and commenter from a target profile’s recent activity page
- Logs name, LinkedIn URL, company, and title to your prospect database
- Flags profiles already messaged in your history — never double-sends
- Outputs a pre-qualified list ready for the outreach step
Plays nicely with
How it works on Open Hive
- 01
Point it at a profile’s recent activity
Give the agent a LinkedIn profile URL. It navigates to /recent-activity/all/ and reads every post’s reaction and comment list.
- 02
Collect every engager
Each liker and commenter is added to your prospect database with name, URL, headline, and company. Already-contacted profiles are flagged and not queued.
- 03
Queue for outreach
The list feeds directly into the outreach steps. Every prospect engaged with content relevant to your offer — reference the post in your message for maximum response rate.
Frequently asked questions
Why are post engagers better leads?
They opted in by engaging with relevant content. A like on a post about LinkedIn outreach or AI tools signals the exact interest OpenHive addresses — messages referencing the post land 25–40% reply rates vs. 8–15% cold.
How many engagers can it collect per post?
LinkedIn shows up to a few hundred reactions per post. The agent scrolls the full list and logs every one. A high-engagement post takes a few minutes to collect.
Will it include people I’ve already messaged?
They’re flagged in the database but not added to the send queue. Your outreach history is the source of truth — no accidental double-sends.