These are not invented. Every one is a prompt we run against Claude, ChatGPT and Gemini on a weekly schedule, and the counts are what came back.
Asked by name · measured
AP Advanced Construction Jacksonville FL reviews
Named the business3 of 3 probes
Last probed2026-08-30
Asked by name · measured
AP Advanced Construction Jacksonville is it legit
Named the business3 of 3 probes
Last probed2026-08-30
Asked by name · measured
AP Advanced Construction what services do they offer
Named the business3 of 3 probes
Last probed2026-08-30
Open question · measured
best home remodeling contractors near me in Jacksonville FL
Named the business2 of 3 probes
Last probed2026-08-30
Open question · measured
home remodeling companies with good ratings Jacksonville FL
Named the business1 of 3 probes
Last probed2026-08-30
Open question · measured
affordable home remodeling services Jacksonville FL
Named the business2 of 3 probes
Last probed2026-08-30
02 · Why you're exposed
Why a remodeling company is exposed
Everybody has heard the story. The contractor who took the deposit and stopped answering. The three-week kitchen that ran nine months. The change order nobody mentioned until the cabinets were out. Your buyer has heard it from a friend, and they are carrying it into the search.
Which means they are not looking for the best work. They are looking for the lowest risk, and their search is an elimination exercise — they are trying to rule people out. On a job that averages twenty-seven thousand dollars, paid partly up front, with strangers in the house for weeks, the only thing that answers that fear is a long record of other people's projects actually finishing. A portfolio shows what you can build. It says nothing about whether you come back.
Fig. 02 · The search runs one way
03 · What we build
What we build for a remodeling 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
Kitchen remodelingBathroom remodelingWhole-home renovationAdditionsFlooringCabinetry and countertopsDesign and planningPermits and inspections
What customers judge you on
Finishing on scheduleStaying on budgetChange-order honestyCommunication during the jobQuality of finish workClean-up and site careWarranty and callbacks
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 remodeling company
One job in this trade
$26,941
Average kitchen remodel; a bathroom remodel averages $12,146. Typically $14,589–$41,547.
A portfolio shows what you can build. It says nothing about whether you finished on time, answered the phone in week six, or came back to fix the one thing. That is what the buyer is actually afraid of.
Every remodeler has a bad review or two.
Everyone does, and a record with none reads as curated. What matters is the pattern across a hundred projects, which is what gets structured.
Most of our work is referral.
And every referral gets searched before anyone calls. The referral opens the door; the search decides whether they walk through it.
Do change orders and disputes get published?
We publish the reviews your customers wrote. If pricing is a recurring theme, you will see it in your own report first.
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.