I hear this constantly, people are stuck on referrals and chasing this idea of "predictable revenue". but if we really strip that back, making one sale from cold is half the battle, and truly so much of the battle is just getting that first one.

so in this post I want to go over three things: why you can't automate your way through it, the equation I use to think about it, and the caveat that trips most people up, which is that not every offer works on every channel.

(For anyone that's new: this newsletter is me building a GTM engine in public and trying to push GTM engineering as far as it can go. I am trying a newer type of post for this one!)

1. you can't automate your way through this

getting that first sale might mean sending thousands of different emails and testing dozens of different niches before anything lands. and the instinct when it doesn't work is to add more volume and more tools.

but automation doesn't create results, it copies them. if the offer doesn't land, you could send 1M emails to your perfect ICP and all you've done is fail at scale. if it does land, the same automation copies the wins instead.

so the order really matters here: find the win first, then copy it.

2. the equation

I like to think of it like an equation, and there are two halves you have to solve.

the first half gets you a reply:
signal + channel + avatar = positive reply

  • signal: why this company, why now

  • channel: where you reach them (email, linkedin, reddit, ads)

  • avatar: who exactly you're talking to

get two right and one wrong and you get nothing, and honestly from the outside that looks exactly the same as getting all three wrong, which is why the testing takes so long.

the second half gets you the meeting:
message + setting = booked meeting

and you have to solve them in order, there's no point perfecting the message that books meetings if nobody is replying yet.

this is also what people actually mean when they talk about a "proven offer". someone has already solved the equation for that market, so scale is just running it again. and I think it's a big reason so many GTM engineering deals stall: people want to build the machine before anyone has found the formula.

3. the caveat: channel and context matter

often founders kinda guess which channels they should start with

or at least just start where they feel the safest, but that's stupid (all the b2c founders focusing on x).

There is some very interesting research to be done on offer channel prediction, as not all traffic is equal, and not every offer works on every channel. There's a great video from Daniel Fazio on this, at least for the agency space, where he explains warm vs cold offers

the first split is warm vs cold: warm traffic is people who already know, like and trust you: referrals, your network, people who've read your stuff for months. they're buying you as much as the offer. cold traffic is strangers. no trust and no context, so the offer has to carry all the weight on its own.

and a lot of offers just won't work on certain channels.

so before jumping in, it's worth asking one question: would a stranger buy this with zero context?

so what does this mean?

so basically, in conclusion, three things I would take away:

  1. automation copies results, it doesn't create them. find the win before you scale it.

  2. solve the equation in order. reply first, meeting second.

  3. match the offer to the traffic. a demand capture offer in cold traffic stalls no matter how much volume you push.

so stop asking how to send more, and start asking whether your offer, your channel and your audience actually fit, and whether any of it is getting a reply yet.

if you have got this far you should DEFINITELY subscribe to the newsletter here, since this is where I push GTM engineering as far as it can go, building my GTM engine in public and trying new tools each week.

thank you.

roman

(PS: If you want help finding your equation, or want systems like this built, I'm the founder of Scale Intelligence. We build GTM engines on a fractional GTM engineering basis, or you can use our signal infra to build your own. Apply to work with us here.)