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linkedin-comment-to-outreach

Scrape LinkedIn commenters into a paused Instantly cold email campaign.

2|Updated May 8, 2026
Search Tags:#linkedin#cold email#outreach automation#instantly#airtable#apollo enrichment#apify scraping
One-click install
npx skills add https://github.com/akiotanaka847/qaio-desktop --skill linkedin-comment-to-outreach
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: linkedin-comment-to-outreach
Source: https://github.com/akiotanaka847/qaio-desktop/tree/main/store/agents/outbound/.agents/skills/linkedin-comment-to-outreach
Command: npx skills add https://github.com/akiotanaka847/qaio-desktop --skill linkedin-comment-to-outreach

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill converts a single LinkedIn post into targeted cold outreach by automatically scraping commenters, enriching them with verified emails, and generating a ready-to-review Instantly campaign.

Core Features & Use Cases

  • Scrape LinkedIn commenters: Pulls a deduped list of commenters from a specified post URL via Apify.
  • Build a lead table in Airtable: Creates/loads a lead-tracking table so outreach can be audited and iterated.
  • Enrich leads with Apollo: Bulk-matches verified emails and enriches company/title/location, then produces a contacts file for sending.
  • Co-write a 3-email sequence: Produces a 3-email cold sequence with interactive, checkpointed review so the content stays aligned with your voice and proof points.
  • Create a paused Instantly campaign: Loads all verified leads into Instantly and keeps the campaign paused for your approval (no auto-launch).

Quick Start

Run the LinkedIn pipeline on this post: paste the LinkedIn post URL and tell me which Airtable base to create the lead table in.

Frequently Asked Questions about linkedin-comment-to-outreach

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

FAQPage Schema
How do I scrape LinkedIn commenters and turn them into a cold email campaign?▼

Scraping LinkedIn commenters for cold email outreach involves using Apify to extract a deduped list from a post URL, enriching contacts with Apollo, and generating a paused Instantly campaign for manual review.

What's the best way to enrich LinkedIn leads with verified emails before outreach?▼

Enriching LinkedIn leads with verified emails is handled by Apollo, which bulk-matches commenters and appends company, title, and location data before generating a contacts file for your outreach campaign.

Do I need Composio integrations to connect Apify, Airtable, Apollo, and Instantly?▼

Yes, validated Composio integrations for Apify, Airtable, Apollo, and Instantly are required to orchestrate the end-to-end workflow from scraping commenters to creating a paused outreach campaign.

Can I review and edit the cold email sequence before the Instantly campaign launches?▼

Yes, you can review the cold email sequence because the Skill co-writes a 3-email sequence with interactive checkpoints and keeps the Instantly campaign paused, ensuring no emails are sent without your explicit approval.

When should I use LinkedIn commenters as a lead source for outreach automation?▼

Use LinkedIn commenters as a lead source for outreach automation when targeting higher-intent, lower-volume audiences, as this workflow is designed for interactive checkpoint reviews rather than high-volume bulk sending.

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