Comment to DM agent | GTM AI agents

What it does

A lead-magnet post generates a burst of comments, and the window to respond is short: a commenter who hears back the same day converts very differently from one who hears back next week. Working that list by hand means re-reading every thread, checking who was already contacted, and copy-pasting profile details into the CRM.

This agent polls the posts you register, classifies each comment's intent, and turns genuinely interested commenters into CRM records and Slack cards. Each card carries the person's profile, their company when it can be resolved, and a one-click send for the lead-magnet DM.

The doctrine on every send: Pierce proposes, you approve. No message leaves without a human clicking the button, and the agent never cold-messages beyond your first-degree network.

Before and after

Before

Comments pile up while the post is hot, replies go out when it is cold
Someone re-reads every thread to find the real prospects
Who was already contacted lives in someone's memory
Commenters never make it into the CRM

With the agent

Interested commenters become CRM records and Slack cards within the hour
Intent classification separates prospects from congratulations
A permanent ledger guarantees nobody is contacted twice
Every DM is staged, and a human approves every send

How it works

Seven gates. Most of them exist to make sure the agent stays polite: dedup, network distance, daily caps, and a human on the send button.

1
Watch only the posts you registered
The agent polls a registry of posts you explicitly enrolled. It does not crawl your whole feed or anyone else's.
2
Classify each comment's intent
Comments are classified as interested, not interested, or ambiguous. Only genuine interest becomes a card; congratulations and tags do not.
3
Dedup ruthlessly
A permanent seen-ledger, an already-contacted check against the CRM, and an open-conversation check. If a conversation already exists, the card warns instead of risking a double-send.
4
Check network distance
DMs are staged only for first-degree connections. Beyond first degree the agent does not reach out cold, full stop.
5
Create the CRM record first
No card without a person record. If the commenter is missing from the CRM, the agent creates the record from their profile before anything else happens.
6
Propose the DM in Slack
The card shows who they are, what they said, and the staged message. Pierce proposes, you approve: one click sends, one click dismisses.
7
Respect human limits
Daily caps on cards and outreach, and an active-hours window so nothing fires at 3am. The agent is built to look like a considerate human, because a human approved everything it sent.