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August 24, 2026

The Incentive to Fish Goes Up

AI removes the revenue that came from customers not knowing things. The number still has to be hit, so the pressure moves to the adjacent sale, and the businesses with the most room to do that have the least to lose by doing it.

I wrote last week that AI is a comprehension transfer rather than a capability transfer, and that the revenue it destroys is disproportionately the low-integrity kind. The trip charge for a three-minute fix. The replacement that wasn't necessary. Rent on an information gap that's now closing.

I also wrote that honest operators net out ahead on this, which I believe.

It's incomplete, and the missing half is uncomfortable enough that I should have led with it.

Take the easy money away and the pressure doesn't disappear

A business that was quietly earning some share of its revenue from customers not knowing things is not going to absorb that loss quietly. The number still has to be hit. The truck still has to be paid for.

So the easy honest money leaves, and the pressure to find something else moves somewhere.

In a lot of businesses that somewhere is the adjacent sale. You were called out for one thing. While you're here, you notice a second thing. Whether the second thing needed doing is a judgment only one person in the room can make, and it isn't the one paying.

Home services are exceptionally good at this already, and they didn't need AI to get good at it. What changes now is that the honest version of the work got smaller, so the incentive to find the second thing gets stronger. Not because anybody became worse. Because the arithmetic moved.

Why it works, stated plainly

Three conditions, and they have to be present together.

The customer can't evaluate the claim. They don't know whether a breaker box is a fire risk. They can't tell a real diagnosis from a plausible one, and asking a second company means another trip charge and another opinion they also can't evaluate.

Fear is doing the selling. Not enthusiasm about an outcome. Anxiety about a consequence, described by the only person present who appears to understand it.

And there is no relationship to damage.

That third one is the load-bearing condition and almost nobody names it.

No trajectory, no penalty

In a business with an ongoing relationship, overselling has a cost that shows up later. The customer feels handled, and they remember it, and it surfaces at renewal as a conversation that was never really in play. I've argued that a closer with the best win rate can be the most expensive person in the building for exactly this reason.

Break-fix doesn't have that mechanism. The next failure goes to whoever answers the phone, and nine months from now the homeowner is picking from search results with no memory of who did the last one.

Strong-arming costs you lifetime value only where lifetime value exists.

Where the relationship has no direction, there's nothing to burn, and the behavior that would destroy a B2B account is close to free. That's not a moral difference between the people in these businesses and the people in yours. It's a structural difference in what their bad behavior costs them, and structure beats character over time.

Which is the same finding from the other end

I've been writing separately about why expansion orchestration needs the customer to be going somewhere. No trajectory means no milestone, so nothing to sequence against.

This is that, inverted.

No trajectory also means no accumulated value to protect, which means no cost to the extractive version. The same missing thing produces both effects. You can't orchestrate, and you also can't be punished for fishing.

Those two facts together explain the industry better than any claim about the people in it.

What to do with this

If you're buying, the tell is what happens to the second thing. A firm that names something, tells you it isn't urgent, and gives you the condition under which it becomes urgent, has told you what they are. So has one that finds something on every visit.

If you're operating, the honest reading is that AI just made your good revenue smaller and your temptation bigger at the same moment, and nobody is coming to check which way you went. The market won't punish you quickly, which is precisely the problem.

And if you're running any business where somebody with more information than the customer makes a recommendation the customer can't evaluate, this is your industry too. The B2C version is just easier to see because the asymmetry is larger and the transaction is smaller.

The part I'd hold onto: the businesses with the most room to do this are the ones with the least to lose by doing it. If your customers have nowhere to go with you, they also have nothing to take away.

I write about how revenue actually behaves, not how it gets reported