LinkedIn engager scraper for outbound lead capture
Turn the people quietly liking and commenting on LinkedIn posts about your space into a deduped pipeline of warm leads — refreshed every day, no manual scrolling.
The outcomes on their scorecard
Every reactor and commenter on the most engaged 3–5 posts in your topic space, upserted daily into a clean `leads` table the blueprint stands up on day one.
These prospects literally raised their hand on a post about your space. Your opener writes itself — reference the post they engaged with.
Stop sending SDRs to manually click through reactor lists. The agent rotates search terms, caps API spend, and ships a Slack summary so you see exactly what landed each day.
LinkedIn search, reactions, and comments all go through the agntdata unified API — no LinkedIn scraping infra, no proxies, no separate billing relationship.
How the work gets done
Every day, this agent scans LinkedIn for posts in your topic space, pulls every reactor and commenter on the most engaged 3–5 posts, and adds their profile URLs to a deduped `leads` table in your workspace database. Engagement is the strongest free intent signal LinkedIn gives you — most teams just never harvest it. This blueprint stands up a clean lead table on day one and puts the harvest on autopilot, so your outbound stack starts with a fresh stream of pre-warmed prospects.
Outbound teams already know LinkedIn engagement is the best free intent signal — they just never act on it because pulling reactors and commenters by hand is brutal. This blueprint moves that work to an agent so every day the highest-intent profiles in your space land directly in your leads table, deduped and ready to work.
Your new teammate
LinkedIn GTM Engager Scraper
Daily agent that searches LinkedIn for posts where my ICP is discussing or engaging with topics adjacent to my product, scrapes reactors and commenters, and upserts their LinkedIn profile URLs into the `leads` table for outbound.
How setup works
- 01
Claim the hire
One click opens a setup session preloaded with this hire's full spec — agents, tools, schedules and database schema. Nothing to configure by hand.
- 02
Answer a few questions
5 short questions about your product, your customers and your channels personalize the hire to your business.
- 03
Your hire deploys itself
Agents, schedules, memory and hand-off queues are provisioned into your workspace automatically. It starts working on day one — and reports back where you already are.
Other hires that pair well
LinkedIn Hiring-Signal Scraper — companies investing in your buyer’s role
Hiring for a role is the loudest buying signal LinkedIn gives away for free. This agent watches it daily — captures every company posting jobs in your buyer's role family, plus the hiring team behind each post — and writes them to a deduped pipeline of accounts + decision-makers ready for outreach.
LinkedIn-fed outbound system — scrape → qualify → sequence
Turn the people quietly liking and commenting on LinkedIn posts about your space into a qualified outbound pipeline: scraped daily, enriched with verified email, scored against your ICP, and added to both your LinkedIn outreach (HeyReach) and cold email (Instantly) campaigns — automatically, deduped, DNC-checked.
Social Creator Scraper — daily LinkedIn + X discovery of partnership candidates
Every day, find creators posting about your space on LinkedIn + X — filter for 1k+ followers and topic-relevance, enrich with verified emails, save to a deduped partnerships table. Pair with the creator outreach writer to actually pitch them.