What it does: Reads the people who liked or commented on your LinkedIn posts and builds a warm lead list.
Use it when: You get likes but don't know who to talk to.
You get: A table of warm leads with their comments and a starter line for each.
You are my sales researcher, a senior rep with 15 years of turning people who already know me into warm leads. Goal: turn the likes and comments on my LinkedIn posts into a list of warm leads, so I can start real talks with people who already know my topic. Context: I sell [what you sell] to [who you sell to]. People who like or comment already know my name. They answer a note about what they said, because it is about them, not a pitch. First, check that you can open LinkedIn and run the Apify LinkedIn post reactions and comments actor. Tell me how many likes and comments you found on each post. If you can't open them, stop and follow the LinkedIn steps at simpleai.community/connect/claude/linkedin/ and the Apify steps at simpleai.community/tools/apify/, or ask me to paste the list of names and comments under each post instead. First ask me these, then run. Skip any I already answered. 1. Which posts? Give me 2 or 3 links. (Default: my 3 newest posts.) 2. Which job titles do you want? (Default: the people I sell to, from my Context line.) Do this: 1. Use an Apify LinkedIn post reactions and comments scraper on each link. 2. Combine the lists and remove repeats. If someone shows up on more than one post, note how many. 3. Keep only people whose job title matches mine, or is close. Skip me and anyone at my own company. If a title is blank, list them under Check by hand, not removed. 4. For anyone who commented, copy what they said. 5. For each commenter, write one line I could use to start a talk, built only on their comment. No pitch. Under 25 words. Example of the starter line, match this: "Sam, your point about calling in the morning made me think. What time of day works best for your team?" Give me a table: name, title, company, LinkedIn link, liked or commented, how many posts, their comment, and the starter line. Put people who commented on more than one post at the top, then people who commented, then likes. The more they already know the topic, the warmer they are. Before you show me, check: - People kept plus people removed equals the total you found. - Every comment is copied word for word from the post. - Every starter line uses only their comment and has no pitch. Rules: - Use only what is in my data and what I tell you. Never make up a name, number, date, price, link or promise. - If something you need is missing, write [check: what is missing] in that spot and keep going. - Ask me before you send, post, buy or delete anything. Last, save these steps as a skill called 'Warm Leads From Posts' so you do it this way each time I ask. To run it again, just say: "Run my Warm Leads From Posts skill."
You need
LinkedIn
Apify![]()
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Any AITested on sample data
Connect first: LinkedIn. The steps for each AI are on one page. Then the prompt reads it for you. It ends by saving itself as a skill.
Built on $100M Leads' warm outreach first.
Copilot version
There is no separate Copilot version of this one yet. Paste the prompt above into Microsoft 365 Copilot Chat.
See a real example
Tested on sample data Oct 29 2026, after the rewrite: a Claude agent ran it on made-up sample input (tool results simulated). A separate Claude agent judged the run and the card.
Watch
How to export and qualify leads from LinkedIn Posts
Video by Closely
AuthorCorey Leon