LinkedIn weighs a substantive comment up to 15× a like. This framework turns every comment into a three-move play: earn the read, prove your expertise, open a conversation you can carry to a DM.
Every comment runs through these three beats — in order. Click any starter to see the shape.
The comment is the opener. This is how a reply thread becomes a lead.
Your CEA comment — the Ask invites a reply.
Drop a mini-framework when they respond.
"Here's how we pressure-test that with clients…"After 2–3 exchanges, take it to DM.
"Loved our back-and-forth — rethinking targeting this quarter?"Run the self-check before you post, and learn why the method works.
| Engagement type | Algorithmic weight |
|---|---|
| Saves | Very high |
| Comments (substantive) | High — 15× a like |
| Shares | Medium |
| Reactions / likes | Low — vanity metric |
LinkedIn's 360Brew system rewards substantive conversation. Every thoughtful comment is a micro-piece of content seen by the author's entire audience. Posting without commenting is like opening a store and never talking to anyone who walks in.
Your genuine voice is the edge. Heavily edit anything AI-touched.
5–10 sharp comments beat 100 "Great post!"s.
3–8 PM weekdays is peak engagement.
Comment where your prospects already are.
A great comment is the start, not the win. This is how a reply thread becomes a DM, and a DM becomes a call — without ever pitching. Lead with value at every step; the ask only lands once you've earned it.
Your CEA comment did its job and they engaged. Here's the play from reply to booked call.
Let them set the pace. These cues tell you when to move to the next move.
They're engaged. Answer with real value, then line up the Bridge DM.
Rapport is real. This is the moment to take it to a DM.
That's your call hook — anchor the ask directly to it.
Don't chase. Leave value, move on, and re-engage on their next post.
How the play runs end to end on a real exchange.
Earn each step. They should feel helped before they feel sold.
Comment → reply → DM → call. Don't skip rungs.
The thread is for credibility. Selling happens in the DM and the call.
Read the signals. If they're not ready, leave the door open — don't force it.
Someone replied to your comment. Paste the thread and get three value-add replies that deepen it toward a DM — never a pitch. Pick one, make it yours, post it.
You write each move — chips give you starters, the preview assembles it live.
Paste the post, hit AI read — every stage gets your standard starters plus three AI takes written from the post. You still write the final.
The fast lane: paste the post, get three full drafts, pick one, make it yours, post it, count it.
Same read as 2.0 — but instead of building from starters, you get three full CEA responses, color-banded by stage. See the whole option, then edit any section until it sounds like you.
Saves one record to Analytics: the link, the draft you copied, your final text, and a timestamp for each step.
Save the comments you actually posted, paired with the post each replied to. The AI studies these every time it writes — so Composer 2.0 / 3.0 / 4.0 and Generate start sounding like you, not a template.
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Team activity: daily comment counts, every link analyzed for AI results, every post marked posted, every copied output.
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Give it the raw ingredients — it assembles three CEA drafts in different voices. Then make it yours.