What I Learned From Analyzing 1 Million Cold Emails

Most cold emails get ignored.

And after analyzing over 1 million of them from SDRs, BDRs, AEs, it’s easy to see why.

But in all the emails, I found a small group of reps who book 12 to 16 meetings every month. While everyone else sends hundreds of emails into the void.

So the real question is what separates the reps booking dozens of meetings from the ones that can’t even get a click.

In this edition, I try to answer that exact question.

And this is the same process I use when I review sequences from the reps I coach inside Outbound OS.

You can watch the full video below, but let’s get into the edition!

Most people on LinkedIn talk about personalisation.

Trying to make it specific about the individual about where they want to college or what there hobbies are.

So reps spend 10 minutes per prospect hunting for a golden retriever or a conference photo.

Then they send: "Hey Sarah, saw your team out at Topgolf. Looked like a blast."

Crickets.

And honestly, what did you expect from them.

Your prospect knows you looked at their LinkedIn. They know you're buttering them up before the pitch. And with AI tools scraping profiles, your opener looks like the 47 others they get every week.

Relevance is what moves the needle. That means understanding what's happening in their world right now: their priorities, their initiatives, and the pain they deal with day to day.

Here's the difference.

Generic: "Hey John, saw you posted about attending a conference. Hope you had a great time."

Relevant: "Hey John, I noticed [Company] just opened a new EMEA office and you're hiring 15 reps next quarter based on your job postings."

The second one ties straight back to a problem I solve, which is getting new reps up to speed fast.

The data clearly shows this too across emails.

Generic personalization usually lands under a 40% open rate, under a 1% reply rate, and around a 10% positive reply rate.

But my 1 on 1 coaching clients running relevance-led sequences see 8 to 12% reply rates with 25% positive.

If an email looks like it was meant for everyone, people treat it that way.

Before you send anything, ask yourself one question:

Why would this person care?

So now you know you need to lead with relevancy, how do you actually find the triggers?

You can build this research in three steps. It takes 3 to 5 minutes per account.

You need to always tie any trigger back to the pain of the individual.

That is what makes it resonate to them and gets a response.

But here's the best part.

Once you have a company-level trigger, you don't need to write a new email for every prospect.

Just build the messaging for each department, for example:

You build one sequence around the trigger, for each persona you sell to, then every time you spot it, you push more people in.

This is how you can start getting to being relevant at scale.

You've probably seen the posts.

“Sequences are dead, AI ruined email. You have to do videos and gifts.’

Now, I get why people think that, and it has some validity behind it.

There is more competition and more AI, but that also means more chance to stand out against all the noise.

I work with hundreds of AEs across SMB, mid-market, and enterprise, from Series A startups to 1,500-person companies.

They book 12, 15, even 20 meetings a month using sequences.

Most people who say sequences don't work are just writing bad ones.

Good ones are relevant, they call out a specific issue, and they give a clear reason to reach out.

But there is some nuance to it depending on the segment you sell to.

If you’re doing SMB you need sequences, if you’re commerical then your tier 2 accounts should be in sequences, if you’re doing enterprise not so much.

So let’s get into what makes a great sequence.

Every sequence has to answer three questions.

Why are you reaching out to me: This is your first line and if it looks written for that one person, the chance they open and read goes way up.

Why should I care: Tell them what's in it for them. Generic pains like "save time" and "grow revenue" don't land. Show how you make their life easier.

Why now: Explain why this matters today and not in six months. Most deals die to the status quo, not to a competitor. People just stay the same. Show what happens if they don't fix this.

If your sequence can't answer all three, it will flop.

So always start with understanding you buyers.

Here's how I structure the start of an email sequence.

Email 1, day 1: The T.I.P.S.S.S.S Framework

This is the core framework that we teach in Outbound OS. It has a clear why, a trigger, the pain, and the cost of inaction. It has relevant social proof. The whole email is about their world. You always need to dig into the pain before talking about your solution or what you can do for them.

Email 2, day 3: The 3rd Party Resoruce

Give value. Skip "just bumping this up." Say something like: "Hey John, given you've opened a new office in EMEA, thought this could be worth a read." Then share a quick article, the key thing is the article needs to show how the person it’s about solved a challenge your prospect could be facing.

Email 3, day 7: The Case Study Bump

Add a case study. "Hey John, given your focus on ramping the new reps you're hiring in EMEA, here's how we helped Acme ramp 72 new hires in under 2 months." Link the case study so they can see exactly what you do.

Email 2 makes you look like a peer. Email 3 adds proof.

People are busy. They might miss email one and two, and email three lands when they're finally thinking about the problem.

Most replies come after email four, so send the sequence.

I see these every day when I coach reps one-to-one.

Every email says the same thing: Your follow-ups should cover different pains. Outbound is your best bad guess, and you won't know which issue is relevant until you test a few.

The CTA is missing or too aggressive: "Do you have 30 minutes Thursday?" asks for too much. The goal of a cold email is a reply. Use CTAs like "Worth a chat?" or "If we could help you ramp reps faster, would that be worth exploring?" They start a conversation and they're easy to answer.

The email is all about you: Your product only has value when it solves something for them. Think about it this way: If I offer you a band-aid out of nowhere, you'd look at me like I'm crazy. If I point out a paper cut, you'd say you're fine. If I point out a cut over your femoral artery that will bleed you out in two minutes, that band-aid is suddenly worth whatever price I’ll ask for.

Cold email works the same way. Call out the issue, show the impact on their KPIs, then offer your product as the fix.

Nobody buys a band-aid until they see the bleeding.

Enterprise takes more time and effort than SMB or mid-market. That's just how it is.

The bigger the company, the more noise the executive deals with. Everyone wants to sell to them. If you don't stand out from the noise, you become it.

So go deep. Read the 10-K reports, earnings call transcripts, and podcasts from this year. Find where they're investing and what they're trying to hit as a company. Then position your solution as a way to reach the goals they already have.

Once you have the key strategic priorities you need to lean into the second piece, which is why that individual should care. Like we said earlier, call out the issue, show how it impacts their KPIs, then offer the solution. It has to be a personal win.

An easy way to start is to build a prompt in Claude where you input the company name and ask it to pull the key initiatives from their 10-K. It won't replace real research, but it gets you started.

One of my clients, David, booked six multi-billion dollar companies and sourced deals worth $100K, $250K, and sometimes $1M. You won't book 20 enterprise meetings a month. Would you take 20 meetings with low-level execs, or 10 with VPs that turn into six-figure deals?

In SMB, you have thousands of accounts, so general triggers like job changes work across many companies. In enterprise, there are fewer accounts, so your research has to be specific to that company.

If you won't do the work, stick to SMB. There's no shame in that.

Most meetings get booked on the third to fifth touch. Most reps give up after one or two, and most of the follow-ups they do send are lazy.

"Circling back."

"Just bumping this."

"Following up on my last email."

None of these add any value at all.

Every follow-up should make sense on its own.

If the prospect reads only that email, it should still explain why you're reaching out. Think of each one as a shorter version of email one.

Here are the three types I use.

Value add: Share a case study, a stat, or a blog they can use. Use third-party sources like Gong or HubSpot. If I used my own content, it would look biased. This is how you come across as a consultant and a peer.

Context add: "Any thoughts on the above" leaves them asking who you are and what you want. Reference your trigger instead: "Hey John, given you've opened the new office in EMEA, I thought this could be worth a chat. Any thoughts on the last email?" Now the preview text is the reason you're reaching out.

Referral breakup: Skip the "guessing this isn't a priority" email. It sounds like a desperate guy in the DMs. Try this instead: "Hey Sarah, assuming this isn't a focus right now. Was reaching out because I saw you opened the new EMEA office. Let me know if there's somebody better to talk to." If it is their focus, they'll usually reply. If it isn't, people take the path of least resistance and point you to the right person.

Every follow-up should add value, a new angle, or context. That's how you stay persistent without becoming spam.

We’ve gone over a ton of different principles.

Now you don’t need to use all of these straight away.

Instead, focus on 1 or 2 that are the biggest difference to what you’re doing right now. For example maybe it’s:

Do those three things and your reply rate will go up. I can promise that.

Go win today.