Does Your AI Know You?

Does Your AI Know You?

I had a call this morning that ended with five simple questions. What do I do? What bucket do you put me in? When do I do it? Why do I do it? Where do I do it?

Good questions, the kind that sound easy until you actually try to answer them.

I did not want to answer on the spot, so I fed the same five questions to Merlin, the AI running my website content, my project notes, my whole content system at this point. It knows my business better than most people who have met me in person. I figured, here is a chance to see what it comes up with.

It gave me solid answers. Accurate. Well organized. If a stranger read them, they would walk away understanding what I do.

Then I sat down and answered the same five questions myself, without looking at what Merlin wrote first.

My answers were better. Not by a little.

Where the gap showed up

Merlin's answers were correct. Every one of them. Independent group benefits advisor, not a Medicare agent, review sixty to ninety days before renewal, all true, all things I have said before.

What was missing was not information. It was relatability. Merlin described what I do the way a well-researched stranger would describe it, accurately, from the outside. My own answers described what I do the way someone explains it who has actually sat across the table from the person hearing it.

That is the real gap, not a knowledge gap about culture in general, a gap in lived, specific memory. Merlin knows a great deal about how culture and connection actually work, we have built plenty of that together. It did not know this one particular moment, what it felt like to hear that exact sentence from that exact person. I do, because I lived it. That is not something you can hand over in a document, no matter how much culture research the document already contains.

What surprised me

Honestly, I expected more out of Merlin here. It has the Tome, my whole business history, my writing rules, my stats, my stories, everything I have fed it for months. We have spent a lot of that time specifically on company culture, what makes it real, what HR and CFO people actually search for when they are looking for this exact kind of thing. I thought that much context would close the gap, or at least get close.

It did not, and thinking it through, that makes sense. The concept was not missing. One specific memory was. A referral partner actually saying "I like it, I love it, I can't afford it," to me, in a real conversation, a sentence I had never once written down anywhere before I said it out loud answering my own question. No amount of general culture research produces that particular sentence. Only living it does.

What this actually says

Accurate is not the same as relatable, and a reader can usually tell the difference even if they cannot name it. If you are a referral partner, an HR leader, or a business owner, and you asked an AI to describe what you do, it would probably get the facts right. Would anyone who read it actually feel understood? That is a different question, and it is worth answering honestly before you assume the AI-written version is good enough.

This article was developed with AI assistance and reflects the experience, voice, and opinions of David Vudragovich