·By Linran YU
You Have to Be Able to Say It Out Loud
A tool can write the analysis. It cannot answer the question that follows.
I was once told, three hours before a meeting, that the other company wanted a marketing analysis.
They already sold into the channel we were trying to reach, and the idea was for our products to go in alongside theirs. The analysis was the price of being taken seriously, and three hours is not long.
AI gave me a draft immediately. Then I spent the rest of the three hours correcting it. Details about the product that were wrong. Claims about the category that did not hold up. Formatting that had to be redone.
In the meeting they asked me to walk them through it. I could, because I had already been through every line of it myself.
When I finished, they made us an offer, and my boss accepted it on the spot. Afterward my boss told me that meeting had moved the partnership a long way forward.
A generated draft looks finished
That is what makes it risky. It arrives formatted, confident and complete, and the problems are never in the structure.
They are in the details that only somebody who knows the product would catch. A specification stated slightly wrong. A claim about the category that was true two years ago. A number with no source behind it.
A reader cannot see which parts were checked. Neither can you, until you check them.
What those three hours were actually for
Every figure has a source you can name out loud.
Every claim is one you would stand behind in front of your own boss.
Nothing in it contradicts what the company says anywhere else.
Nothing about the product is described the way an outsider would describe it.
That last one is the test a tool cannot pass for you. It does not know the product. You do.
What changed, and what did not
Three hours used to be impossible. A real analysis meant a week, which meant the meeting moved or the material arrived thin.
That constraint is gone, and the time the tools save is real.
But what collapsed was the drafting, not the checking. The hours move from writing to correcting, and correcting needs somebody who knows the subject.
In the room, the author is whoever is speaking
Once you are the one presenting, the document is yours regardless of how you made it. Every line in it is something you have agreed to say.
The questions come after the document, not about it. Where does this number come from? Why this channel and not that one? What happens if the first order is half the size?
A page cannot answer any of that. The person who sent it has to.
The bottom line
Generate it fast.
Then go through it as the person who will have to say it out loud, because that is who you are about to be.