Home/Cold Email
Cold Email

Your Cold Email Backend Is Losing Deals

Getting the reply is the easy part - here's what LinkedIn is saying about what actually converts cold email into closed revenue.

What Caught My Eye on LinkedIn This Week

I've been sending cold email for a long time. Millions of emails. Five SaaS exits. A book on the subject. And the conversation I keep seeing on LinkedIn this week is the same one I used to hear from clients who would book 20 meetings and close zero deals.

The core problem: people obsess over getting the reply and have nothing built for what comes after it.

This week had some solid posts worth reacting to, one that made me cringe, and one that's so obvious it shouldn't need to be said but apparently does. Let's get into it.

Start Here: The Mindset That Keeps People From Sending

james hawkinsself driving software and co-ceo at posthogView on LinkedIn
always send that cold email you never know what it will get you
520 likes · 35 comments · 2 shares

520 likes on six words. That tells you something about how many people are sitting on emails they haven't sent.

I'll take this a step further. One of the most useful things I've ever written about came from an email I sent that the recipient told me was the worst cold email they'd ever read. They still booked the call. Then they bought. The lesson I took from that wasn't to ignore quality - it was that the cost of not sending is always higher than the cost of sending something imperfect. Fear of embarrassment is responsible for more lost deals than bad copywriting ever was.

Send the email. Measure what comes back. Adjust. That's the whole system at the beginning.

The Best Cold Email Example I've Seen Shared This Week

Vivek SudarsanCEO & Co-Founder @ Avina (YC) | GTM Agents to FiView on LinkedIn
I present: the best damn cold email I have ever received. Job-seekers, take notes. 1/ Concise email with no fluff 2/ Understands our thesis 3/ Did enough research to be able to name our competitors This is how it's done. And yes, he got an interview.
285 likes · 16 comments · 3 shares

Notice what's on that list and what's not. No mention of a clever subject line. No GIF. No personalized first line about the CEO's LinkedIn post from three weeks ago. What worked: concise, showed understanding of the business, named specific competitors.

That third point is the one that separates real research from fake personalization. Naming competitors means the sender actually understood the market the company operates in. That takes 15 minutes of real work, not an AI prompt asking for a fun fact about the founder.

The framework that worked here - short, relevant, specific - is the same one I've watched generate over 500,000 sales meetings across the 14,000+ entrepreneurs I've worked with. It's not complicated. It's just rare because most people skip the research step.

If you want proven structures for this kind of email, the Top 5 Cold Email Scripts page is the fastest way to get your hands on what actually converts.

Free Download: Cold Email Scripts That Book Meetings

Drop your email and get instant access.

By entering your email you agree to receive daily emails from Alex Berman and can unsubscribe at any time.

You're in! Here's your download:

Access Now →

The Agency Owner Who's Asking the Right Question the Wrong Way

Weston WaxChief Executive Officer at Wax Eloquent, a digitalView on LinkedIn
What are people doing for cold outreach for new biz opportunities? I'm finding that getting responses to cold emails and LinkedIn messages is... challenging lol. I don't blame peeps for ghosting. My inbox is full of cold emails and LinkedIn messages that are AI generated or clearly copy and pasted etc. I'm trying to avoid that, but still mostly crickets. Is there a new way to do this old thing? Or is it still quantity and finding the right person when they happen to be shopping etc? We (Wax Eloquent) rock at B2C marketing.. But B2B sales prospecting is for the birds. It's always been hard to stand out in the noise, but there is more noise than ever now with Virtual assistants and AI agents contributing to the mix.
39 likes · 90 comments · 0 shares

90 comments means a lot of people relate to this. And I get it - the noise is real. But I want to push back on one assumption buried in this post: the idea that "standing out in the noise" is the main problem.

It's not. The main problem is usually the offer or the list.

Most cold outreach gets ignored not because it looks like AI, but because it's going to people who don't have the problem being solved, or the value proposition isn't clear enough to make a busy person stop. You can write the most human, specific, non-AI email ever crafted - and if it lands in the inbox of someone who isn't in the market, crickets is exactly what you get.

The question isn't "is there a new way to do this." The question is: do you have a tight list of people who actually have the problem you solve, and does your email communicate that you can fix it in under 30 seconds of reading? If both of those aren't yes, volume and personalization are both irrelevant.

For lead sourcing that actually gets you in front of the right people, ScraperCity's B2B email database is what I use for my own outreach. List quality is where most outreach problems actually start.

The Commission Deal Warning You Need to Hear

Kidous MahtemeCo-founder @ Inframail | I help GTM engineers andView on LinkedIn
There is a phenomenon that happens when you send cold emails What happens is you book a ton of calls Sometimes you tend to book calls with people that can't afford your services Then they sell you on the call about why you should partner with them Usually it's some shiny $100,000 commission deal they try to sell you With 6-12 month sales cycles It's usually nothing proprietary It's either a government program or affiliate of some sort Never take on these deals Or any partner deals Because a business that actually makes money will never ever want to give you commission If you asked me to take 20% of my business I would say NO Because I'm generating millions in revenue Why would I sell you 20%. It will be far more than any retainer you could charge. On the other hand, businesses that generate no money love giving 20% of 0 dollars. Because you are generating money from thin air for them Only for them to give you 1/5 of the pie How ironic. Just some info for you.
36 likes · 7 comments · 0 shares

This one is worth paying attention to - especially if you're newer to running outbound. The pattern described here is real. You build a solid outreach system, you start booking calls, and then you get on a call with someone who flips the conversation and tries to recruit you into their referral program for a deal that will take eight months to close, if it ever does.

I've lived a version of this. Early on, I got pulled into situations where the promise of a large commission deal distracted me from building actual retainer revenue. The commission deal always has a longer cycle, more dependencies, and more ways for the other party to back out or disappear. A business that's generating real revenue has no incentive to hand over 20% of it. That framing - "they're offering you 20% of nothing" - is exactly right.

Stick to retainers. Stick to clients who can write a check today. Anyone trying to reverse-pitch you on a cold outreach call is not your next client.

The AI Personalization Take That's Partially Right

Nikita MAILDOSOCEO @ Maildoso - Cold Email Infrastructure | ScaleView on LinkedIn
Opinion: Trying to 'personalize at scale' with AI is kind of a waste of time. Like, what EXACTLY are you personalizing? Are you having GPT look up your prospect's favorite sports team? Their go-to coffee shop? Even if you find it, how does that help your campaign? (It doesn't). All of my industry peers are obsessed with AI. They are squeezing it into everything. But for cold email copy? It doesn't improve the email quality. Just have a decent offer with a solid list. Best use case for AI in cold email: Use it in combination with spintax so each email looks different. Variation increases your chance to land in the primary.
27 likes · 10 comments · 0 shares

Partially right. The sports team and coffee shop "personalization" is genuinely useless. That's not personalization - that's noise wrapped in data. If it doesn't connect to why you're reaching out or why the prospect has a problem you can solve, it doesn't belong in the email.

Where I'd push back: AI-assisted personalization that references actual business signals - a company just raised a round, their job postings show they're scaling a sales team, they just launched a new product vertical - that's different. That's relevance. And relevance is what gets replies, not copy quality.

The spintax point for deliverability is solid. Variation in email content helps avoid pattern-matching filters. But that's infrastructure advice, not copy advice. Don't confuse the two. You can have perfect deliverability and a terrible offer and still get zero replies.

The core of the argument - solid offer plus solid list beats AI personalization tricks - that part is completely right. I've watched people spend weeks engineering personalization workflows that produce worse results than a clean, direct five-sentence email to the right 500 people.

Need Targeted Leads?

Search unlimited B2B contacts by title, industry, location, and company size. Export to CSV instantly. $149/month, free to try.

Try the Lead Database →

The Cold Email Backend Problem Nobody Is Building

Preeti MalikCo-Founder Digital Creativs | Clay & Smartlead ExpView on LinkedIn
The #1 reason business owners stop running cold email: They expected it to close deals on first reply. It was never supposed to. Cold email today is to generate top-of-funnel leads and grow pipeline... its not a full sales funnel itself. One reply ≠ one client. What a reply actually means: → They're aware of you → They have some version of the problem you solve → They're willing to hear more That's it. That's the win from the email. Everything after that is on your sales process: - same-day warm call when the reply comes in - a sequence that builds trust between touch-points - case studies and client proof shared before discovery calls - a sales call that's actually set up to close deals Most people optimize only for positive responses obsessively and have nothing on the backend to convert into actual deals and dollars. Build the system after the reply comes in. That's where the money is.

25 likes · 14 comments · 0 shares

This is the most important post in this week's roundup and it didn't get nearly enough engagement.

The point about same-day warm call when the reply comes in is something most people skip entirely. They get a reply, they respond via email, the prospect goes cold, and then they blame the cold email system. The email did its job. You didn't do yours.

A reply is permission to have a conversation. That's it. From there, you need a follow-up sequence built to create trust, proof assets ready to send before discovery calls, and a closing call structure that actually moves someone to a decision. If any of those three things are missing, you're going to have a pipeline full of warm leads who eventually go cold again.

I see this all the time with people who hire me to help them build outbound systems. They have 15 replies sitting in their inbox from the last two weeks. Not one of them has been called. They're waiting for the prospect to "respond more enthusiastically" before making a move. That's not how it works. The reply is the signal. Act on it the same day.

If you want to see exactly what the follow-up sequence should look like after that first reply comes in, the Cold Email Follow-Up Templates page covers it.

Short Emails Win - But Not For the Reason Most People Think

Snehasish GangulySales & GTM Architect | Fractional Outbound ConsulView on LinkedIn
I used to think a good cold email had to explain everything. What we do. How we do it. Why it's better. A few case studies. And then a nice little "Would you be open to a 15-minute call?" at the end 😂 Looking back… that was way too much. People are busy. They don't know me. And honestly, they probably don't care about my company yet. So I started making my emails much shorter. One problem. One relevant observation. One simple question. That's it. And something interesting happened. The conversations got better. Not because the emails were "perfect". Just because they were easier to read and easier to reply to. I think we sometimes forget what a cold email actually is. It's not a presentation. It's an introduction. You don't need to tell the whole story in the first message. Just give them a reason to continue the conversation. Still learning this one myself. But shorter emails have definitely changed the way I do outbound.
24 likes · 11 comments · 0 shares

The one problem, one relevant observation, one simple question framework is solid. But I want to correct the reason people think shorter emails work, because it matters.

Short emails don't work because they're short. They work because shorter emails force you to get rid of everything that isn't about the prospect. When you only have three sentences, you can't fill them with your company history and your service list and your client logos. You're forced to write something specific to them. That specificity is what gets the reply - the brevity is just the side effect of the editing process.

Plenty of people write short emails that still get zero replies because they cut all the wrong things. They remove the social proof. They remove the specific reason for reaching out. They keep the generic opener and the vague ask. Short and wrong is still wrong.

The framework to follow: one sentence on why you're reaching out to them specifically, one sentence on what result you create for people like them, one question that's easy to answer yes or no. That's the structure. If you want full templates built around this exact logic, the Killer Cold Email Templates page is the place to start.

The Real Takeaway From This Week

Every post this week circles the same drain from different angles. The reply is not the destination - it's the starting line.

People quit cold email because they built the front end (email, sending tool, list) and never built the back end (same-day call system, nurture sequence, proof assets, closing call structure). Then they get replies, fumble the conversion, and decide cold email doesn't work. It worked. They didn't.

The math on this is simple. If you book 20 meetings from cold email and close 10% of them, that's 2 clients. If you build a real post-reply system and close 30%, that's 6 clients from the same 20 meetings. Same outreach spend. Three times the revenue. The leverage isn't in sending more emails - it's in what you do with the ones that reply.

Build the back end. Call replies the same day they come in. Have case studies ready. Run a closing call that's designed to make a decision, not to "explore fit." That's the system that turns cold email from a lead generator into a revenue engine.

And if you're still working on the front end - the email copy, the subject lines, the initial sequence structure - start with the New Email Scripts Pack. Get that right first, then build the back end around the replies it generates.

Ready to Book More Meetings?

Get the exact scripts, templates, and frameworks Alex uses across all his companies.

By entering your email you agree to receive daily emails from Alex Berman and can unsubscribe at any time.

You're in! Here's your download:

Access Now →