Koka Sexton

TL;DR

• Cold email is a declining asset. Reply rates have dropped below 2% for most industries. Meanwhile, strategic LinkedIn commenting generates 25–35% DM response rates from people who already recognize your name.
• 15 minutes a day replaces 10 hours of sequencing. Five well-placed comments reach 20,000–30,000 relevant professionals. A week of cold email sequences might reach 500 inboxes — most of which land in spam.
• The 3-Comment Method targets three tiers: peer posts (highest ROI), influencer posts (highest reach), and prospect posts (highest conversion). Each has a distinct purpose and playbook.
• Signal tracking is the advantage most founders skip. Knowing who engaged with your comments — and when — tells you exactly who is ready for a DM and who needs more touchpoints.
• I generated $340K in pipeline from commenting alone. Not from viral posts. Not from ads. From showing up in the right comment sections with genuine value, 15 minutes a day, for 12 months.

Let me tell you how I discovered this by accident.

I was running social selling at LinkedIn, analyzing engagement data across thousands of profiles. The brief was simple: figure out what the highest-performing sellers do differently. I expected the answer to be something about posting frequency, content formats, or hashtag strategy.

It wasn’t any of those things. The sellers generating the most pipeline weren’t the ones posting the most. They were the ones commenting the most — and not just any comments. Strategic, insight-rich comments on the right people’s posts. They were spending less time on LinkedIn than the average user and getting 5–10x the pipeline output.

That data point rewired how I thought about LinkedIn entirely. Posting builds your brand. Commenting builds your pipeline. And if I had to pick one to generate revenue this quarter, I’d pick commenting every time.

Why Cold Outreach Keeps Getting Worse

Cold email is a volume game with declining returns, and the trend line is grim. Reply rates that used to hover around 5–8% five years ago have collapsed to 1–3% across most B2B industries. Email service providers have gotten smarter about filtering. Buyers have gotten numb to templated outreach. And the tools that made cold email scalable — Apollo, Outreach, SalesLoft — made it so easy that every company is doing the exact same thing.

The math is brutal. Send 1,000 cold emails, get 10–30 replies, book maybe 3–5 meetings, close maybe 1 deal. That’s a 0.1% conversion rate from send to close. Meanwhile, you’ve burned domain reputation, annoyed prospects, and trained your ICP to ignore your name.

Now run the commenting math. Five comments a day on posts from people in your ecosystem. Each comment reaches 4,000–6,000 relevant professionals. That’s 20,000–30,000 impressions a day from people who are already interested in the topic and predisposed to notice you because you’re adding value to a conversation they’re following. No spam filters. No domain reputation concerns. Just your name, your face, and your ideas showing up where your buyers already are.

The Three-Comment Method

Random commenting is a hobby. Strategic commenting is a pipeline lever. The difference is a system. Here’s the exact framework I’ve used to turn 15 minutes a day into $340K in pipeline. It has three tiers, each with a distinct target, purpose, and playbook.

Comment 1: The Peer Add

Target: People who sell to the same ICP you do but aren’t direct competitors. Complementary service providers, industry analysts, adjacent category leaders. Their audience is your audience.

The playbook: Add insight, not agreement. “Great post!” is wasted characters. Instead, extend the conversation: “This is exactly what I’m seeing with [ICP role] at [company type]. One additional pattern that surprised me: [specific observation]. Curious if you’ve noticed the same.” You’re positioning yourself as a peer expert in front of the exact buyers you want to reach — without selling to them. This is your highest-ROI tier because every comment puts you in front of a pre-qualified audience.

Comment 2: The Influencer Pivot

Target: Industry voices with large audiences — analysts, journalists, conference speakers, prominent practitioners. Posts with 50K+ followers. The reach is massive, but the comment sections are competitive.

The playbook: Don’t agree. Contribute. “I see this differently — here’s why.” Or: “This is a strong framework. I’d add a fourth dimension: [your insight]. Here’s how it plays out in practice.” Contrarian takes and additive frameworks get surfaced by the algorithm and read by thousands. One well-placed influencer comment can generate more profile views than a month of your own posting. But the bar is high: low-effort contributions get buried instantly.

Comment 3: The Prospect Seed

Target: People at your dream accounts. The VP of Marketing, the Director of Sales, the Head of Product. The people who would be in your buying group. This is the highest-conversion tier because you’re engaging directly with future buyers.

The playbook: Genuine engagement with their ideas. Ask a thoughtful follow-up question. Share a related resource. Reference something specific from their post that resonated. Do not mention your product. Do not hint at your product. Do not even think about your product. This is Touchpoint 1 in what I call the Three-Touchpoint Rule: comment, engage, DM. The goal is to put yourself on their radar as someone who understands their world before you ever ask for a meeting.

The Signal Tracking Layer

Most founders treat commenting as a standalone activity. They leave a comment, move on, and hope someone notices. That’s leaving pipeline on the table. The real leverage comes from tracking the signals your comments generate and acting on them at the right moment.

Every comment you leave generates a trail of data: who viewed your profile afterward, who liked or replied to your comment, who sent you a connection request in the following 48 hours. These are intent signals — and they’re dramatically more predictive of buying interest than any third-party intent data you’re paying for. Someone who reads your thoughtful comment and then visits your profile isn’t window-shopping. They’re evaluating.

The system doesn’t need to be complex. A simple spreadsheet with four columns — Date, Who Engaged, What Post, Action Taken — gives you a CRM of warm leads that refreshes daily. Or use your actual CRM. The point is: track the signal. Don’t let it evaporate.

The 15-Minute Daily Sequence

This is the exact routine I run and recommend to every founder I work with. It takes 15 minutes, requires no tools beyond LinkedIn, and compounds faster than anything else I’ve tested for pipeline generation.

When to Send the DM (and When to Wait)

The most common mistake I see: founders comment twice on someone’s post and immediately slide into their DMs with a pitch. That’s not strategy — it’s desperation with extra steps. The DM is the final move in a sequence, and timing it wrong burns the relationship before it starts.

Here’s the rule: you need three touchpoints minimum before a DM. A comment on their post. A reply to their comment on someone else’s post. A like or share of their content. Only then do you DM — and even then, the DM references the interactions, not your product. “I’ve been following your thinking on [topic]. Your post about [specific thing] changed how I approach [relevant area]. Would love to connect and learn more about what you’re building.”

And the 48-hour rule: send the DM within two days of their most recent engagement with you. Engagement signals decay fast. A prospect who liked your comment yesterday is 3x more likely to reply than one who engaged last week. Set a reminder. Track it. Act on it.

Results You Should Expect at 30, 60, and 90 Days

This is not a “go viral in a week” play. It’s a compounding system that builds pipeline predictably over time. Here’s what the data shows across the 100+ founders I’ve tracked:

At 30 days: 200–400% increase in weekly profile views. Your connection accept rate climbs from 15–20% to 40%+. You’ll have 15–20 warm conversations started from DMs that reference real interactions. None of them feel cold because none of them are.

At 60 days: Inbound connection requests start arriving from people you’ve never directly engaged with — they saw your comments on someone else’s posts. Your name becomes recognizable in your ICP ecosystem. Pipeline conversations that used to start with “I got your email” start with “I see your comments everywhere.”

At 90 days: The compounding effect is fully materialized. You’re getting 2–3 qualified inbound leads per week from people who discovered you through your comments. Pipeline velocity is 30–40% faster because prospects already trust your thinking before the first call. Cold outreach becomes a supplement, not the strategy.