What Caught My Eye on LinkedIn This Week
Every week I monitor what the cold email community is talking about. Some of it is genuinely useful. Some of it is noise. Some of it is the kind of advice that sounds good until you actually try to run a campaign at volume.
This week the conversation kept returning to the same fault line: people obsessing over copy while their entire system is broken. A few posts were worth stopping on. One or two needed a reality check. And there were some genuinely useful tactical reminders buried in the feed.
Here's what stood out.
The System Problem Nobody Wants to Admit
This is the post of the week. The sequence he lists - list, infra, signal, copy, reply - is exactly how I think about it too. Copy is the last lever you should be pulling. I've seen people rewrite the same three-line email forty times while sending from a domain with no SPF record, to a list that hasn't been verified in six months, with no segmentation by job title or company size. The email wasn't the problem. Everything upstream was.
When I was running outbound at scale, the clients who got results fastest were never the ones who came in asking about subject lines. They were the ones willing to audit their entire process from list to send. That mindset is worth $30k/month in MRR, apparently. Makes sense.
Solid breakdown. The point about conversion being a separate step is one most people skip entirely. They get a positive reply and then fumble the handoff. I've seen teams generate 50 meetings a month and close none of them because there was no process on the other side. Cold email gets the door open. You still have to walk through it.
The checklist format here is useful. If you're diagnosing a broken campaign, run through these five areas in order before touching a single word of copy.
Deliverability Is Still the Silent Campaign Killer
The silent spam problem is real and it is massively underdiagnosed. People look at their sent count and assume delivered. Those are not the same number. If your open rate is under 20%, something is wrong with where your emails are landing, not with the email itself.
I cover the deliverability setup in detail in this video because it is genuinely the thing that separates campaigns that generate meetings from campaigns that generate nothing:
If you want the short version: separate domains, proper authentication (SPF, DKIM, DMARC), warmed inboxes before volume, and strict sending limits per mailbox. None of this is optional. It's the foundation. Tools like Smartlead and Instantly handle a lot of this automatically, but you still need to understand what they're doing under the hood.
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Access Now →The Subject Line Conversation
The company/company subject line format does work. It answers the inbox question - "is this for me?" - before they've read a single word of the body. That said, I want to be clear about what it is and what it isn't.
It's a good format. It's not the best subject line. In my testing across millions of sends, "Quick Question" still outperforms almost everything else when you're sending to cold lists. The company pairing format works well when you have a clear, obvious connection between the two businesses - think a vendor reaching out to a potential partner. When that connection isn't obvious, it just looks like a formatting trick.
My actual ranked list: "Quick Question" first, then the company pairing format, then the prospect's first name alone, then something industry-specific. Test all of them. Don't pick one and assume it's universal. If you want the full breakdown, I have cold email subject line templates here with notes on when to use each one.
The Follow-Up Framework Worth Saving
Nine years running Woodpecker gives her real data to back this up, and this framework is correct. Each follow-up needs to earn its place in the inbox with new information, a different angle, or social proof. A "just bumping this up" email is not a follow-up. It's noise. It trains your prospect to ignore you.
The sequence I use: email one is the core pitch with a case study, follow-up one introduces a different outcome or benefit angle, follow-up two is a short case study with a real number (like helping a developer client add $1M in contracts in six months), and follow-up three is a clean close - "should I close your file?" That last line gets replies from people who were interested but distracted. It works because it creates a decision point without pressure.
If you want a full working version of this, check out my cold email follow-up templates.
The Fake Forward Tactic Needs to Die
Completely agree. This tactic has a shelf life of about six months in any given market before everyone who receives it recognizes it immediately. When the recipient spots it - and they do - you haven't just lost the deal. You've damaged the reputation of cold email as a channel and you've made it harder for every legitimate sender behind you.
The people who run this tactic are optimizing for a short-term open rate bump at the cost of long-term trust. Cold email works because it's a direct, honest outreach channel. The moment you introduce fake context, you've broken the thing that makes it work. Build a real offer. Write a real email. It's not harder. It just requires you to actually solve a problem worth solving.
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Try the Lead Database →The Proof That Cold Email Still Reaches Enterprise
Two positive replies from a $7 billion company in a single month. That's the point. The size of the target company is not the limiting factor. The quality of the messaging is.
I've had similar experiences targeting Fortune 500 companies directly. The emails that work at that level are usually simpler than what people write, not more complex. They're specific, they reference something real about the company, and they make one clear ask. Executives at large companies are not harder to reach - they just have a lower tolerance for generic copy. Which means the bar for personalization is higher, not the bar for access.
If you want a framework for this kind of enterprise targeting, I have a full breakdown in the enterprise outreach system.
Real Results From an Unusual Industry
$3M in catering revenue from cold email is a number most SaaS agencies would be proud of. This is a great example of cold email working in an industry nobody thinks about for outbound. The fundamentals hold regardless of vertical: short email, strong offer, human-sounding copy, limited follow-up sequence.
The point about using AI for research and not for writing is something I've been saying for a while. AI can tell you what a company does, what their recent hires look like, what problems their industry is facing. That's research. The writing still needs to sound like a person wrote it for a person. The moment it reads like a template, the reply rate drops.
Under 45 words is aggressive but it works. My own best-performing emails are rarely more than three short paragraphs. One sentence that shows you know their situation, one sentence that shows what you do, one sentence with a specific case study result, one ask. That's the formula. Shorter is almost always better than longer.
What Happens When You Skip the Unsubscribe Link
The VP of Growth at a real company laying out exactly what happens to your domain when someone marks you as spam. This is not hypothetical. Every spam report is a signal to Gmail and Outlook that your domain is a problem. Enough of them and your entire sending infrastructure starts landing in junk, not just for this person but for everyone on your list.
Add an unsubscribe mechanism. It can be a link, or it can be a plain text line that says "reply with 'stop' if you'd prefer not to hear from me." That's it. It takes five seconds to add and it protects the domain you've spent weeks building reputation on. Not doing this because you think it lowers conversion is a false trade-off. The people who would unsubscribe are not going to buy from you anyway. Let them out cleanly.
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Access Now →The Worst Tactic on the Feed This Week
Whoever is putting unsolicited pitch webinars on strangers' calendars needs to stop immediately. This isn't a gray area. It's spam in a new format. Cold email works because it's low friction - the prospect can read it, ignore it, or respond on their own terms. Forcing your way onto someone's calendar removes all of that. The backlash is predictable and deserved.
If your email isn't working, the answer is not to find a more intrusive channel. The answer is to fix the email. Better offer. Better targeting. Better case study. Cleaner ask. The fundamentals solve the problem. Calendar hijacking does not.
One More Worth Noting: The Internship Email Play
230+ likes because this hits a real pain point - students who got rejected from the standard pipeline and need another way in. The mechanics here are exactly right. Boutique firms don't post on job boards. You find them through direct research and you email them directly. Cold email works for job hunting for exactly the same reason it works for sales: you bypass the queue.
The ratio insight is also worth repeating for anyone doing B2B outreach: 1,000 bad emails get nothing, 100 good ones get results. Volume without quality is just spam. Quality with enough volume is a pipeline. If you want to see what "good" looks like structurally, the top 5 cold email scripts page has working examples with the logic behind each one.
The Takeaway From This Week
The theme running through everything worth reading this week is simple: your system matters more than your copy, and your deliverability matters more than both.
If I had to give you one diagnostic test for a broken cold email campaign, it's this: check your open rate first. If it's under 20%, the problem is deliverability - you're landing in spam and no copy change will fix it. If opens are good but replies are low, now you can look at copy, offer, and targeting. If replies are coming in but nothing converts, your problem is downstream of the email entirely.
Fix things in that order. List quality, sending infrastructure, email authentication, then offer clarity, then copy, then follow-up sequence. Skipping ahead to rewrite your subject line while your domain reputation is tanking is like painting a car with a broken engine.
The people posting real results this week - $3M in catering revenue, $30k in monthly MRR, positive replies from a $7B company - all have one thing in common. They treat cold email as a system, not a writing exercise. Build the system first. The copy is the last 10%.
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