If you’re a business leader, your inbox has become flooded with emails which look polished, have great grammar but say nothing to inspire action. Welcome to the era of AI-generated outreach. It is a lazy seller’s excuse to avoid doing the real work of creating authentic relationships with their most important prospects.
Decision Makers feel it and they don’t like it. In fact, Executives report that if they receive outreach that looks like AI, even if it wasn’t generated by AI, they will not only dismiss it, but they will also consider it disrespectful. They explain that if the seller didn’t care enough about them to personally create a message that was meant for them, they are not interested in relationships that begins that way. They do not want to invest their precious time into someone who only sends out automated sequences written to fulfill a touchpoint KPI that some article said was the key to landing a meeting.
AI is not the problem. In fact, it is a powerful tool for researching insights into a Decision Maker’s world and what might motivate them to take action. Remember, Executives can get any information they want simply by going online. They don’t need emails from you that include information they can get for themselves. What they do need is help understanding how to apply that information to their worlds in ways that will make their lives better. That requires someone who cares, who can take the insights provided by AI to a very personal level.
What Decision Makers are too often missing from outreach are the two things that actually open the doors. Relevance and authenticity.
Sameness Kills Curiosity
Executive decision makers are busy. Their calendars are packed. If you want them to knock 3 people off their calendars to make room for you, you better say or write something that is so valuable to them, they wouldn’t wait a single minute to speak with you. Does your AI generated sales messaging create this kind of impact? Most would say no.
In addition, Decision Makers don’t read emails, they scan them. If they can’t quickly know you can make their lives better they will move on. If your “ask” is buried at the bottom of a 5 paragraph, dense with words email, they will ignore it. Here is where AI is creating an unintended barrier to landing prospect meetings. When everyone uses similar prompts, similar structures, and similar language patterns, the result is outreach that feels identical and identical means not for them. Here are a few examples:
“Helping companies like yours achieve better results.”
“Driving efficiency and growth.”
“Would love to connect and learn more about your priorities.”
These phrases do not inspire action.
At Kopp Consulting, we teach that no call or email should ever be cold. You warm it up with meaningful language meant for the individual. In addition, our data shows that it takes on average 7.3 touchpoints before a meeting is booked. And that’s only if the messaging and delivery is spot on. If it’s not, all bets are off. As you leave your next voicemail, send the next email or the next Linked In message to the same person, you can’t use the same message. Your “as time goes on language” needs to be just as impactful in order to build the relationship. There is a progression to sales messaging that AI hasn’t nailed.
AI Without Precision Creates Distance, Not Connection
AI was supposed to help sellers scale personalization. Instead, it is creating disconnects at scale. One of the 5 Planks of Door Opening Success (our proven methodology for opening Executive Level prospect doors) is the Right Message. Not a good message, but rather, the right message for the right human at the right time.
AI does not know your exact right ICP (Ideal Client Profile) unless you do. Most ICPs miss the mark when it comes to precision. ICPs are too often defined broadly. Sometimes an ICP was developed years ago and no longer relevant. In addition, AI does not understand the nuance of why one CXO will take a meeting and another will not. AI does not know the specific trigger, risk, or missed opportunity that would cause someone to rethink their calendar and say yes to you. That is your job. When sellers rely on AI to generate outreach without deeply understanding the most recent definition of their target in a very precise way, they wind up with outreach which creates distance and disconnects. And this is the enemy of initiating new relationships.
If Your Message Does Not Create F.O.M.O., It Creates Friction
Let’s bring in a concept that executives actually respond to. F.O.M.O. Fear of Missing Out. You see it everywhere in life. And yes, it shows up in business decisions too. Executives are not sitting around waiting for your email. They have solutions in place and they have relationships with others. But they will make room for something that feels important, timely, worth their attention and meant specifically for them.
In our work, we often say that if your ideal prospect did not say yes, your sales messaging likely needs more F.O.M.O. Not hype. Not pressure. But a clear compelling reason why this conversation matters to them right now. Most AI-generated messages miss this completely. They focus on what you do. They list capabilities. They describe solutions. But they fail to answer the only question that really matters to a busy executive in the decision to take a meeting. Why would saying yes to this meeting be the best decision I make this week? Without that answer, there is no urgency. Without urgency, there is no action. And without action, there is no meeting. That is how friction shows up. You weren’t rejected, you just didn’t communicate in a way that makes them care.
The Danger of Sounding Right Instead of Being Right
Here is another trap AI creates. It helps sellers sound right. The sentences flow. The structure is logical. The message feels professional. But sounding right is not the same as being right. Being right means you are speaking directly to something the executive is experiencing, worrying about, or missing. It means you are specific enough that they feel seen. It means your message could not have been written for anyone else. AI can help you refine language. It cannot replace application of the insight to their personal situation currently. And that application of insight is what gets action.
What to Do Instead
So what should leaders and sellers do in an AI-driven world where everyone has access to the same tools? Start with ICP precision. Who needs to know you. Not your ICP in broad terms. The exact profile of someone who is most likely to say yes to a meeting now and be grateful they did. Then build messaging that reflects that precision.
We use a simple structure in our sales messaging work. It is called the Kopp GAP Method of Sales Messaging®. It is 3 simple sentences that, when done correctly, can render your competition irrelevant.
Anyone can say what they do.
But not everyone can articulate why it matters to a specific person in a way that makes them want to learn more now.
For example, instead of leading with capabilities, lead with a situation your prospect recognizes and cares deeply about.
That is how you create relevance. Then layer in F.O.M.O. What is happening in their worlds that would cause them to rethink their priorities? What are they at risk of missing? What do others know that they need to know right now to make their lives better? If your message does not answer those questions, it is just another email in a sea of emails.
Finally, use AI as a tool, not a crutch. Let it help you refine. Let it help you iterate. But do not let it replace the human thinking required to truly understand your prospect while creating an authentic, valuable connection. The companies that win are not the ones who send the most messages. They are the ones whose words create individual impact. No matter how advanced AI becomes, that part of sales is still needs to be human.