Every week, I receive outreach from firms promoting “AI-powered” marketing or communication systems. Most of it is routine. But every now and then, a message shows up that stops me mid-scroll — not because it’s impressive, but because it’s unintentionally humorous.

This week, two such messages arrived on the same day. Both made me smile, because they perfectly illustrated what not to do with AI-assisted outreach in 2025.

Example 1: The False Personalization Problem

The first message opened with: “Hey Odonnell,”

Not my first name. Not correctly formatted. Not a sign of any real awareness of who I am or what I do. Yet the email that followed confidently declared: “personalized multi-channel outreach”, “high-converting systems” and “automation that doesn’t feel robotic”.

The contrast made me laugh. You can’t convincingly sell personalization when the message itself demonstrates none. This is one of the most common forms of failed AI outreach: personalization theater — templates dressed up as human connection.

Example 2: The Fabricated Relationship Problem

The second message began with: “Because you’ve engaged with us this year…”

I hadn’t. Not once. This is another increasingly common AI failure mode: systems that assume engagement where none exists. A template meant for warm leads ends up in front of someone who has never interacted with the company at all.

The rest of the message followed a classic year-end urgency script.

Again, not inherently bad — when sent to someone who actually has a relationship with you. But when sent to the wrong person, it creates a credibility gap the reader can feel instantly.

And it’s a perfect example of how AI can scale mistakes just as quickly as it scales communication.

What These Two Messages Reveal

Both emails — arriving hours apart — highlighted the same underlying issue:

• Personalization in name only. The appearance of personalization without the substance of it.
• Automation that invents relationships. Messages that assume familiarity to justify the pitch.

These aren’t AI problems. They’re operational problems.

AI didn’t “decide” to get my name wrong. AI didn’t decide I had engaged when I hadn’t.

Humans built the system. AI simply delivered the output.

AI as a Tool vs. AI as an Operational System

There’s a clear difference between:

AI used to send more messages and AI used to improve communication.

The former amplifies whatever is already broken. The latter raises the standard — tone, alignment, timing, intent, clarity, and relational accuracy.

When AI is operationalized correctly, communication feels natural, appropriate, contextual,  aligned and genuinely human. When it’s not, it results in moments like the ones that landed in my inbox this week — moments that make you smile, shake your head, and think, “this easily could have been avoided”.

What Good AI Outreach Actually Looks Like

Effective AI-supported outreach consistently:

1. Knows who it’s talking to
2. Knows why it’s reaching out
3. Respects the relationship

Successful communication doesn’t come from speed or scale. It comes from intentionality.

That’s the heart of operationalizing AI — building systems that help humans communicate better, not faster at making the same mistakes.

Closing Thought

I didn’t respond to either message. There was no harm, just misalignment. But both were reminders — and good ones — of why thoughtful AI execution matters so deeply.

AI shouldn’t impersonate connection. It should enhance it.

And sometimes, it gives you a small laugh along the way, which is its own kind of value.

If you don’t keep up, you will simply be left behind. 
Act. Call me.