linkedin-reaction-to-outreach

Scrape LinkedIn post reactors, enrich contacts, and create a paused Instantly campaign.

2|Updated May 8, 2026
One-click install
npx skills add https://github.com/akiotanaka847/qaio-desktop --skill linkedin-reaction-to-outreach
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: linkedin-reaction-to-outreach
Source: https://github.com/akiotanaka847/qaio-desktop/tree/main/store/agents/outbound/.agents/skills/linkedin-reaction-to-outreach
Command: npx skills add https://github.com/akiotanaka847/qaio-desktop --skill linkedin-reaction-to-outreach

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates end-to-end outreach by scraping people who reacted to a LinkedIn post, enriching them with verified contact details, and preparing a cold email campaign for your review.

Core Features & Use Cases

  • Full-profile reactor scraping: Pulls unique LinkedIn reactors and captures rich profile data (experience, education, skills, certifications, location, connections count).
  • Lead tracking in Airtable: Creates a reaction-specific Airtable table and batch-loads reactor records.
  • Verified enrichment with Apollo: Bulk-matches leads to find emails and enrich company/title/location, then produces a contacts file for outreach.
  • Personalized cold email sequence: Co-writes a 3-email sequence using available profile signals while keeping subject personalization safe and body personalization controlled.
  • Instantsly campaign setup (paused): Creates the campaign in Instantly with leads loaded but never launches automatically.

Quick Start

Run the LinkedIn reaction pipeline on this post: <URL>.

Frequently Asked Questions about linkedin-reaction-to-outreach

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I scrape LinkedIn post reactors and turn them into cold email leads?

To turn LinkedIn post reactors into cold email leads, this Skill scrapes full profiles, loads them into Airtable, enriches them with Apollo, and prepares a paused Instantly campaign. This five-phase pipeline outputs enriched contacts and a locked email sequence for review.

Can I enrich LinkedIn reactor profiles with verified emails using Apollo?

Yes, you can enrich LinkedIn reactor profiles with verified emails using Apollo. The pipeline batch-matches scraped reactor records to find emails and enrich company, title, and location data, then produces a contacts file for outreach.

Do I need linked Composio integrations to set up a paused Instantly campaign?

Yes, you need linked Composio integrations for Apify, Airtable, Apollo, and Instantly to orchestrate the pipeline. These connections enable scraping, lead tracking, enrichment, and the creation of a paused Instantly campaign with loaded leads.

How does the LinkedIn reactor outreach pipeline handle email personalization?

The LinkedIn reactor outreach pipeline co-writes a 3-email sequence using rich profile signals like experience and education. It keeps subject personalization safe and body personalization controlled to prepare a locked email sequence for your review.

What is the best way to track scraped LinkedIn reactors in Airtable?

The best way to track scraped LinkedIn reactors in Airtable is through this pipeline, which creates a reaction-specific table and batch-loads records. It captures rich profile data including skills, certifications, location, and connections count for each reactor.

Does the Instantly campaign launch automatically after scraping LinkedIn reactors?

No, the Instantly campaign does not launch automatically after scraping LinkedIn reactors. The pipeline creates the campaign with leads loaded but keeps it paused, ensuring you review the generated email sequence and enriched contacts before sending.