# Turn a LinkedIn post’s commenters into warm leads. The people who already care about the problem 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. - For: Founders and sales teams in B2B - Providers: 3 (TikHub, Icypeas and Leadsforge), 5 tools - Example (One post, 3 pages of comments, 30 profiles read, 30 emails found and verified): at most $2.07, computed from the live catalog - Updated: 2026-10-10 ## Each provider does one part No single provider covers this job. Through Agentik your AI calls each one for its part, from one connection and one prepaid balance. - **TikHub** (2 tools, at most $0.16): The post and its comments, with each commenter’s profile link. - **Icypeas** (2 tools, at most $0.92): The commenters’ full profiles, then a check on each email. - **Leadsforge** (1 tool, at most $1.01): Work emails from each matching commenter’s LinkedIn profile. ## Give this to your agent ```text 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. ``` ## You provide - A LinkedIn post URL - Your buyer profile ## What you get: a warm lead list with first lines - Commenters who match your buyer - Their role, company and comment - Verified emails - A first line that continues their comment ## How to turn a LinkedIn post’s commenters into leads in Claude or ChatGPT Prices are the most each call can reserve for this example: One post, 3 pages of comments, 30 profiles read, 30 emails found and verified. ### 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 detail](/tools/tikhub/linkedin-web-v2-get-post-detail.md) `tikhub/linkedin-web-v2-get-post-detail` (TikHub, 1 post): at most $0.001 - [LinkedIn post comments](/tools/tikhub/linkedin-web-v2-get-post-comments.md) `tikhub/linkedin-web-v2-get-post-comments` (TikHub, 3 pages): at most $0.15 ### 2. Read the commenters Icypeas reads the commenters’ LinkedIn profiles, so your AI keeps those who match your buyer. - [Icypeas LinkedIn profiles in batch](/tools/icypeas/scrape-profiles-batch.md) `icypeas/scrape-profiles-batch` (Icypeas, 30 profiles): at most $0.86 ### 3. Find and verify emails Leadsforge finds work emails from the matching profiles, and Icypeas checks each one. - [Leadsforge email finder in batch](/tools/leadsforge/find-emails-batch.md) `leadsforge/find-emails-batch` (Leadsforge, 30 people): at most $1.01 - [Icypeas email verification in batch](/tools/icypeas/verify-emails-batch.md) `icypeas/verify-emails-batch` (Icypeas, 30 emails): at most $0.06 ### 4. Write the first lines Your AI writes a first line for each lead that continues their comment. Example total: at most $2.07. Each call is billed for measured usage; unused reservations are released. ## Ask it your way - Turn the commenters of this LinkedIn post into a lead list. - Which people who commented on my competitor’s post match my buyer? - Find the emails of the sales leaders who commented on this post. - Write a first line for each commenter that follows up on their comment. ## Why through Agentik - LinkedIn comments, profiles and emails come from TikHub, Icypeas and Leadsforge through one connection. - Profiles and emails are most of the price; LinkedIn comment pages cost five cents each. ## 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. ## Leads from a LinkedIn post: 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. ## Keep going - [B2B lead list](/b2b-lead-list.md): People who match your buyer, emails found by two providers and verified, and a recent news hook for each company. - [Cold email first lines](/cold-email-first-lines.md): For each prospect on your list, their LinkedIn profile, their company’s latest posts and news, turned into a first line that shows you looked. - [LinkedIn post with sources](/linkedin-post-engine.md): The LinkedIn posts that did best on your topic this month, fresh data to cite from the last weeks, then a post in your voice with a visual. - [B2B data and enrichment tools for your agent](/tools/enrichment.md) - [Social tools for your agent](/tools/social.md) [All playbooks](/playbooks.md) · [Connection guides](/docs/clients.md) · [Billing](/docs/billing.md) --- [HTML page](/linkedin-post-commenters) · [Agent index](/llms.txt)