The Conversation Matters. So does the preparation nobody has time for and the follow-up that goes out late.

A salesperson I know keeps a note in his truck with three things he means to ask a builder before the next bid goes out. He wrote it a month ago and has seen the builder twice since. The questions are still on the note.

That is not a character flaw. It is what selling looks like when you are running eleven accounts, covering two yards, and answering the phone on the way to both.

The conversation matters. But much of what shapes its outcome happens before it starts and after it ends. It happens in the hour before, when somebody thinks hard about what this builder needs. And it happens in the hour after, when the follow-up that should have gone out that afternoon goes out Thursday.

That is where AI is useful in a sales organization. Not in the room. Around it. The opportunity for a sales leader is not automating the relationship. It is helping people walk in better prepared and follow through faster, while giving managers something concrete to coach.

For the Salesperson

Say you have a bid going out Friday on a forty-unit townhome package and two competitors are quoting it. Before you see the builder, spend ten minutes laying out what you know. What he builds and cares about. Where you think you are competitive and where you are guessing. What went sideways on the last job.

Then ask for the questions you ought to be asking him, the objection most likely to come back at you, and the honest case for why he should buy it somewhere else. That last request is the uncomfortable one and the most useful. You end up in the room with the answer worked out instead of hearing it across the table.

The first time takes the full ten minutes, because you are writing down things about the account nobody has written down anywhere. Once it is written down, you can update it before the next call rather than starting over.

After the call, the same tool turns four lines of notes into a draft recap. What you agreed to, what is open, who owes what by when. You read it, put it in your own words, and send it that afternoon. Most salespeople know that kind of follow-up helps win jobs. Most of them still send it late.

For the Sales Manager

Say you rode with one of your reps Tuesday. At the second stop he gave up four points on price before the builder finished the sentence. He also talked past a question about lead times, and he wrote nothing down all morning. You have eight minutes in the truck and you can raise one of the three.

So lay out all three and ask which one is actually costing deals. Then ask the harder question: Is the discounting a coaching issue, a training issue, a process issue, or a territory issue?

Too often all four get treated as a performance problem, which is why the same issue keeps coming back. You still do the coaching. You are just not deciding what to coach in the parking lot.

The forecast is the other one. A forecast is a set of assumptions with a number sitting on top of it. Ask which assumption carries the most weight and what would have to break for the month to miss by fifteen percent. That beats asking a rep how he feels about it.

What It Does Not Do

It does not sell anything. The builder still buys from the person who picked up at six in the morning when the load came up short.

Be deliberate about what goes in. A rep pasting a builder's pricing and volumes into whatever he downloaded on his phone is a decision the company should make once, not one he makes on a Tuesday.

Watch the voice. A builder who has bought from you for nine years will notice the sentence that does not sound like you, so anything going to a customer gets rewritten in the salesperson's own words before it leaves.

Use it to walk in more prepared. Not to sound more polished.

On September 10

I will join BLD Connection for a webinar on AI and the future of sales leadership. We are handling it as a question-and-answer conversation rather than a presentation. Mike McDole will sit across from me and ask the questions, which is better than listening to me talk for 40 minutes and is certainly harder for me.

Most of you know Mike from his Firing Line column. Before that came forty-two years with pro dealers, the last eleven as senior vice president at National Lumber.

His list is longer than what I will print here, but three questions will sound familiar to many sales leaders:

• How can it help with an account when it has never met the builder or seen the local market?
• Why does it sometimes produce advice that sounds generic or obvious?
• Does it help a struggling rep improve, or does it mainly make the strongest reps better?

None of the three has a clean answer. Neither do most of the others on his list, which is why the hour is worth taking.

The goal is not to convince anyone to use AI everywhere. It is to find where it helps your people prepare, follow through, and improve without getting between the salesperson and the customer.

John Marshall is the founder of AI Growth Partners, which helps privately held building material companies put AI to practical use. He previously served as president of Wilson Lumber in Huntsville, Alabama. He writes weekly for operators at aigrowthpartners.net/blog.