The questions people in your market put to an assistant. We probe these weekly once your site is live; today they are here to show you the shape of the search, not a score.
Open question
best pool builder near me
Open question
how do I know if a pool company is reputable
Open question
inground pool cost near me
Open question
pool builders with good reviews in my area
Open question
what happens if my pool builder goes out of business
Open question
how long does it take to build a pool
02 · Why you're exposed
Why a pool company is exposed
This is the largest discretionary purchase most of your customers will ever make that is not a house or a car — and unlike either of those, there is no resale market, no blue book, and no undo. They are committing sixty-six thousand dollars to a hole in the garden that will still be there in thirty years.
Which is why the horror stories in your trade are structural rather than cosmetic. The builder who went under halfway through the dig and left an open pit through a winter. The shell that cracked in year two and the company that stopped answering. Nobody searching for a pool builder is comparing tile finishes yet. They are trying to establish, before they sign anything, that other people's pools got finished and are still fine years later — and that is a question only a long record of other customers can answer.
Fig. 02 · The search runs one way
03 · What we build
What we build for a pool company
Typed as GeneralContractor — not a generic LocalBusiness stub.
Fig. 03 · Loose reviews become one queryable record
A domain that is yours
The site carries your reviews as a structured record rather than as decoration, and the domain stays yours.
Schema typed to what you are
GeneralContractor — not a generic LocalBusiness stub that tells a model nothing.
Every review read and scored
Services named, recurring themes named, people named, sentiment scored per aspect.
A live endpoint for the models
An MCP endpoint and an ai-plugin manifest, so a model can query your record directly instead of guessing from a directory.
Submitted to the indexes
On a schedule, to every index that will accept a submission.
Probed weekly, reported to you
Against Claude, ChatGPT and Gemini — including the questions you are not winning yet.
04 · What we structure
What we structure
Services and the themes customers judge you on, pulled out of the reviews and labelled so a model can query them.
Services named
In-ground pool constructionFiberglass pool installationConcrete and gunite poolsPool renovation and resurfacingDecking and hardscapeSpa and water featuresPool equipment and automationService and maintenance
What customers judge you on
Finishing on scheduleStaying on the quoted priceCommunication during the buildQuality of the finishSubcontractor conductWarranty and callbacksClean-up and site care
05 · What we can show
What we can show you today
Measured across the sites we already run — not this trade specifically, and we are not going to imply otherwise. Asked about a business by name, this is what the three major models did on 3 August 2026.
Fig. 04 · Citation rate by model, asked by name
Open discovery questions are a different job and a harder one. Your weekly report shows you exactly where yours stand, including where they don't yet.
06 · The math
The math for a pool company
One job in this trade
$65,909
Average in-ground pool installation. Typically $44,499–$87,349.
We have a gallery of finished pools. Isn't that enough?
A gallery shows the ones that finished. It cannot tell a buyer what happened in month four, whether the price held, or whether anyone came back the next spring — which is the thing they are actually afraid of.
Our season is short. Does this work year-round?
The research happens months before the build. Most of the searching for a spring pool happens over the winter, when nobody is calling you yet.
A bad review on a $66,000 job is brutal.
It is, and hiding it is worse. A record with no friction at all on jobs this size reads as curated. The pattern across fifty builds is what carries weight.
We get most work by referral.
And a referral on a purchase this size gets researched harder than any other. The name gets checked the same night.
What happens if I stop?
Try it for 14 days. If it isn't what we said, we refund your first month in full and take the site down.
Start where AI starts
Try it for 14 days. If it isn't what we said, we refund your first month in full and take the site down.