Why We Stopped Using Instant AI Estimates

We tried automated estimating. We took it down. This is a straight account of why — because the reasons are useful to anyone shopping for exterior cleaning, and because the industry is currently full of instant-quote tools that quietly do the thing described below.

What an instant estimator actually does

An automated estimator takes a square footage, a service type, and sometimes a photo or a map outline, and multiplies. It cannot see that the north wall carries ten years of organic growth while the south wall is nearly clean. It cannot see that the driveway is spalled and will not return to white no matter what is done to it. It cannot see that the roof is nine years old and needs low pressure rather than a fast clean.

So it does the only thing it can do: it produces a number from averages. An average is wrong in one of two directions on almost every real property.

The two ways an averaged number fails

It comes in low, and the price changes on the day. This is the common one, and it is how instant quotes are often used — as a marketing device rather than an estimate. The number gets you to book. The crew arrives, sees the real condition, and the price goes up. Everyone in this trade has heard the customer's side of that conversation, and it is the fastest way we know to poison a job before it starts.

Or it comes in high, and you overpay. Less discussed, and worse for you. If the model pads for risk, a property in good condition subsidises the properties in bad condition. You get charged for a problem you don't have.

What we do instead

We look at it. On a residential property that is usually a short phone call plus a couple of photos from your own camera, and you get a real number the same day. On a larger or commercial property we come out. Neither takes long, and neither produces a number that changes when the truck shows up.

The trade-off is honest: you wait hours instead of seconds. In exchange, the number you're given is the number you pay.

The part nobody says out loud

Instant-estimate tools are not spreading because they price better. They're spreading because they capture the lead at the moment of highest intent, before the customer calls anyone else. That is a sales function wearing an estimating costume.

If a competitor gives you an instant number, ask one question: is that the price, or is it subject to change on inspection? The answer tells you what the tool was for.