Turn a LinkedIn post’s commenters into warm leads

The people who commented on a LinkedIn post about your problem, their roles and companies, and verified emails for those who match your buyer.

Steps

At most, per call

People who comment on a post about your problem have shown interest in public. With Agentik, your AI reads the post and its comments through TikHub, reads the commenters’ profiles and verifies emails with Icypeas, and finds their work emails with Leadsforge.

Step 1: Read the post and comments
TikHub reads the post and three pages of its comments, with each commenter’s profile link.
- LinkedIn post or article detailTikHub · 1 post$0.001
- LinkedIn post commentsTikHub · 3 pages$0.15
Step 2: Read the commenters
Icypeas reads the commenters’ LinkedIn profiles, so your AI keeps those who match your buyer.
- Icypeas LinkedIn profiles in batchIcypeas · 30 profiles$0.86
Step 3: Find and verify emails
Leadsforge finds work emails from the matching profiles, and Icypeas checks each one.
- Leadsforge email finder in batchLeadsforge · 30 people$1.01
- Icypeas email verification in batchIcypeas · 30 emails$0.06
Step 4: Write the first lines
Your AI writes a first line for each lead that continues their comment.
Your agent does this part, with no tool call.

Cost of the example

At most $2.07one run

One post, 3 pages of comments, 30 profiles read, 30 emails found and verified.

Give this to your agent

Use my connected Agentik MCP server for this job: leads from a linkedin post.

Turn a LinkedIn post’s commenters into leads. First ask me for the post URL and my buyer profile.

Read the post with tikhub/linkedin-web-v2-get-post-detail and its comments with tikhub/linkedin-web-v2-get-post-comments. Read the commenters’ profiles with icypeas/scrape-profiles-batch and keep those who match my buyer. Find their emails with leadsforge/find-emails-batch and verify them with icypeas/verify-emails-batch.

Finish with a table (person, title, company, what they commented, verified email) and a first line for each that continues their comment.

Before running anything, inspect each tool with inspect_tool, ask me for any input you don’t have instead of inventing it, and tell me the total price. Wait for my go. At the end, tell me what Agentik charged.

3 providers, one connection

What you get

A warm lead list with first lines.

You provide

A LinkedIn post URL
Your buyer profile

Your agent returns

Commenters who match your buyer
Their role, company and comment
Verified emails
A first line that continues their comment

Warm leadsExample layout

Person	Title	Company	Comment	Email
Commenter A	Head of Sales	Company A	Agreed, shared a tip	Verified
Commenter B	Founder	Company B	Asked a question	Verified
Commenter C	Analyst	Company C	Disagreed	Not a fit

Placeholders. Your rows come from your run.

Each provider does one part

No single provider covers this job. Your agent calls each one for its part, from one connection.

Good to know

Commenting on a post is public; reaching out should refer to it plainly and respect opt-outs.
LinkedIn calls cost more than most tools; your agent quotes them first.

When to use something else

To engage commenters directly on LinkedIn at scale, use a LinkedIn engagement tool within LinkedIn’s rules. This playbook turns one post into a short, warm list.

Questions

Is this allowed?

Comments are public. Reach out by referring to the comment plainly, and respect anyone who opts out.

Which posts work best?

Posts about the problem you solve, from people your buyers follow, with comments from practitioners.

What does the example cost?

At most $2.07, reserved before each call and settled at the measured usage.

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