The Likeability Factor

It shows up in almost every selection conversation.

“I just like him.”
“She reminds me of . . .”
“I like what they said.”
“I can work with this person.”

It sounds reasonable. Human, even.

But it’s not really about liking someone.

It’s about comfort.

When we say these things, what we’re often responding to is familiarity. This person thinks in ways we recognize. They communicate in a style that feels easy. We can predict how they’ll behave. They don’t unsettle the room.

It feels like trust.

But more often, it’s the absence of perceived threat.

And that’s where it gets risky.

Because that same instinct quietly filters out the people who don’t fit our internal template. The ones who think differently, communicate differently, or challenge assumptions in ways that don’t feel smooth. The ones who might actually strengthen the conversation.

This is how unconscious bias shows up in its most acceptable form: not as exclusion, but as preference.

We tell ourselves we’re selecting for judgment, fit, and team cohesion.

But we may actually be selecting for sameness.

The impact is even more pronounced when viewed through the lens of neurodivergence. Many highly capable individuals don’t communicate or process information in conventional ways. They may be more direct, less polished, or non-linear in how they express ideas. And because of that, they can be misread as difficult.

“I’m not sure about them.”

Not because they lack capability.

But because they don’t immediately signal comfort.

The discipline here isn’t to ignore that reaction, it’s to interrogate it.

Pause and ask. . . Is this about how they will perform in the role, or how they make me feel in the moment? Am I responding to substance, or style? Am I avoiding real risk or just avoiding discomfort?

Because those are not the same thing.

The person who feels easiest to work with will often reinforce how things already operate. But the person who makes you pause—the one who feels slightly outside the norm—may be the one who actually changes the quality of the conversation.

Likeability matters. But it’s a poor lead criterion.

Because if you don’t examine what’s underneath “I like them,” you risk building a room that feels good… and thinks the same.