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Field Notes

Are AI search leads real, and how would a contractor know?

September 11, 2026 · Joshua Hill

An open shipping container used as a tool store at the back of a gravel contractor's yard in low late afternoon sun, holding shelves of sprayer parts, coiled hose, and extension poles.
Illustration, not a job photo

They are real, and most contractors are already getting a few without knowing it. An AI search lead never labels itself, so it turns up as a direct visit or a phone call from somebody who already knows your trade, your service area, and roughly what the job runs, because an assistant told them all of that before they ever saw your website.

What one looks like when it lands

The tell is what the caller already knows. They ask for a specific service instead of asking whether you do it, they name their own street without being prompted, and they are working from a short list of companies rather than a browser full of tabs. A few will say outright that they asked ChatGPT.

In your analytics it usually looks like nothing at all. Plenty of assistant traffic arrives with no referrer attached, and a lot of people read an answer on a phone and then type your company name into Google an hour later on a laptop. Some sessions do carry a referrer from an assistant, but treat that count as a floor rather than a measurement. Anyone selling you exact AI attribution is promising more than the data can back.

Four ways to check whether you get any

None of these is precise on its own. Run all four and you will know enough to act.

On that last one, assistant answers shift between accounts, locations, and sessions, so a single check is an anecdote. Run the same few questions on the same day each month from more than one account and write down what came back. The direction is worth something even when one answer is not.

Why these leads behave differently

They arrive further along than a lead off an ad. The assistant has already filtered for trade, area, and often a rough price band, so the caller shows up with fewer questions and a shorter list. That cuts both ways. The other two names in that answer were handed over in the same sentence, and those companies are getting the same call today.

Which makes speed matter more here, not less. The lead response research out of Harvard Business Review has been saying the same thing for years: the odds of ever reaching an inbound web lead drop off steeply inside the first hour. A caller who arrived holding two competitors is not going to sit and wait on a callback.

What actually changes the answer

The mechanics are in the piece we wrote on showing up in ChatGPT and AI search, and they have not moved much since. Let the search crawlers through, state your facts in ordinary sentences, keep those facts identical across your site, your Google Business Profile, and the directories, and earn reviews that name the town and the job.

The part contractors skip is that none of it is measurable until there is something to find. A site that never says which towns you cover gives an assistant nothing to match a question against, so it reaches for a directory listing instead, or it leaves you out of the answer entirely.

Nobody can promise you a place in an AI answer, and we are not going to. What you control is whether the machines can read you, and whether what they read is specific enough to be worth quoting.

What we do in our own companies

We run painting and flooring companies in Bellingham along with the licensed Washington general contractor they operate under, and our intake asks how people heard about us as a free text box. We read the words. It is slower than a dropdown, and it is the only place anyone has ever told us an assistant sent them.

Once a month we run the same handful of questions a homeowner here would ask, across a few different assistants, and note whether we came back in the answer. It does not get a number next to it in the morning numbers, because the data will not carry one honestly. It is a check, not a metric.

Past that we treat an AI referral like every other inbound. Same first hour, same named owner, same follow-up. The order the work moves in does not change based on where the lead came from, and if that order is broken, getting named in the answer will not fix it.

If the first hour is the part that keeps breaking, who owns a new lead and how fast it gets answered, that is the lead response build, with the price and the limits written out.

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Joshua Hill co-owns Bellingham Painting Co., Bellingham Floor Pros, and the licensed Washington general contractor they operate under, and he builds the systems all three run on. The estimating, follow-up, and reporting systems Outcomes Automation sells are the ones his own crews run on. More about Joshua.