05/19/2026
I received a cold email this morning that opened with this:
“noticed you’re active on snowmobile forums—how’s trail season treating you?”
Small problem.
I don't own a snowmobile.
I have no interest in owning a snowmobile.
And I have never placed my digital foot inside a snowmobile forum in my life.
So, I did what any reasonable person would do.
I mentally set the snowmobile on fire and moved the sender straight to my junk folder.
The problem is not this marketer's automation. The problem is their fake personalization at scale.
This is what happens when people use AI for cold outreach without a human approval step.
Bad outreach used to waste a single person’s time.
Now bad AI outreach can alienate hundreds of potential clients before anyone on the team even realizes the magnitude of the damage being done.
This email was trying to sound personal, but only proved the opposite was true.
Fake-personalized outreach says, “I didn’t bother to know you, but I’m going to act like I did.”
That's how trust dies. It's also how your brand gets permanently banished to the junk folder.
Can AI help with outreach? Absolutely.
It can help identify possible right-fit signals.
It can suggest respectful angles to approach a new lead.
It can draft a first pass, organize your lead research, and help you with follow-up.
But a human being must still look at the message before it goes out and ask these critical questions:
1. Is this true?
2. Is this respectful?
3. Would this feel helpful if I received it?
4. Are we solving a real problem, or are we forcing a pattern onto a stranger?
Because “automated” does not mean “unaccountable.”
And “personalized” does not mean “accurate.”
AI should make your outreach more thoughtful, not more careless.
The human approval step is not friction, it's your brand's reputation firewall.
Clarity. Structure. Accountability.
Yes, these principles apply to potential client outreach, too.
