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.
Asked by name · measured
HarborChase of Mandarin reviews
Named the business3 of 3 probes
Last probed2026-08-30
Asked by name · measured
is HarborChase of Mandarin a good assisted living community
Named the business3 of 3 probes
Last probed2026-08-30
Asked by name · measured
HarborChase of Mandarin Jacksonville FL contact information
Named the business3 of 3 probes
Last probed2026-08-30
Asked by name · measured
HarborChase of Mandarin Google rating
Named the business3 of 3 probes
Last probed2026-08-30
Open question · measured
best assisted living Jacksonville Florida
Named the business0 of 3 probes
Last probed2026-08-30
Open question · measured
memory care community Jacksonville FL with good reviews
Named the business0 of 3 probes
Last probed2026-08-30
02 · Why you're exposed
Why a community is exposed
Nobody who searches for you is going to live in your building. It is an adult child, usually two states away, usually within a week of a fall or a diagnosis, deciding on behalf of a parent who did not want this conversation to happen at all.
They are carrying guilt into the search, and what they are actually looking for is permission — evidence that families like theirs made this same decision and were glad afterwards. They will never tour half the communities they consider, because they cannot get on a plane for each one. So the record of what other families said is not marketing collateral here. For most of the people deciding, it is the entire visit.
Fig. 02 · The search runs one way
03 · What we build
What we build for a community
Typed as Residence — 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
Residence — 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
Assisted livingMemory careIndependent livingRespite and short-term staysSkilled nursing coordinationDining and nutritionActivities and community lifeFamily communication
What customers judge you on
Staff kindness and attentivenessCommunication with familyCleanliness of the communityQuality of foodResponsiveness to concernsStaff turnoverValue for the monthly cost
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 community
One job in this trade
$6,200
National median monthly cost of assisted living — and a resident typically stays for years. Typically $5,200–$6,500.