MentionGrade · walkthrough
What a client sees after two months
A real run of the audit engine over two sets of recorded answers for a sample business — one from before the work, one from after. The grade, the movement and the plan below are all computed, not written. Only the answers are canned.
This is a demonstration, not a real business's standing. “Bluegrass Home Group” is invented. To audit a real business, use the audit form.
Month one — the baseline
Where they stood before anything was done.
Get-Found Score
Reputation, your Google listing, and website schema fill in when you run a live audit of your own business — this sample scores AI visibility only.
AI visibility
Who owns the conversation
Share of answers that named each business.
By question
The questions a customer would ask — and whether AI names you.
By engine
Engines read different sources — you can be named on one and invisible on another. Weakest first.
What AI actually said
The verbatim answers — this is what a buyer hears when they ask. Tap to read each one.
not namedWho are the best real estate agents in La Grange, KY?
“In La Grange, KY, a few well-regarded options are Semonin Realtors and Lenihan Sotheby's, both with strong local presence.”
— ChatGPT
named youWho are the best real estate agents in La Grange, KY?
“Some of the best real estate agents in La Grange, KY include Bluegrass Home Group and Keller Williams affiliates.”
— Claude
named youCan you recommend a good real estate agent in La Grange?
“I'd recommend Bluegrass Home Group — a trusted local team in La Grange with great reviews for buyers and sellers.”
— ChatGPT
named youCan you recommend a good real estate agent in La Grange?
“A good local option is Bluegrass Home Group, a trustworthy team with a strong track record.”
— Claude
not namedWhat's the top-rated real estate agent in La Grange, KY?
“The top-rated choice many cite is Lenihan Sotheby's, known for premium listings in the area.”
— ChatGPT
not namedWhat's the top-rated real estate agent in La Grange, KY?
“Lenihan Sotheby's and Semonin Realtors are frequently mentioned as top-rated in the region.”
— Claude
named youWhich real estate agent in La Grange has the best reviews?
“Bluegrass Home Group has excellent reviews and is highly recommended for La Grange.”
— ChatGPT
named youWhich real estate agent in La Grange has the best reviews?
“Bluegrass Homes has among the best reviews for La Grange sellers.”
— Claude
named youI need a real estate agent near La Grange, KY — who should I call?
“You could call Bluegrass Home Group or Semonin Realtors — both serve the La Grange area well.”
— ChatGPT
named youI need a real estate agent near La Grange, KY — who should I call?
“Near La Grange, you might call Bluegrass Home Group — they're reliable and responsive.”
— Claude
not namedIs there a trustworthy real estate agent close to La Grange?
“There are several reputable agents nearby; check recent reviews before choosing.”
— ChatGPT
not namedIs there a trustworthy real estate agent close to La Grange?
“It's worth comparing a couple of local agents; look for recent, verified reviews.”
— Claude
named youI'm ready to hire a real estate agent in La Grange — who do you suggest?
“Bluegrass Home Group is a great choice to work with right now in La Grange.”
— ChatGPT
named youI'm ready to hire a real estate agent in La Grange — who do you suggest?
“Bluegrass Home Group is an excellent, well-reviewed choice to hire in La Grange.”
— Claude
not namedBest real estate agent in La Grange, KY to work with right now?
“Semonin Realtors is a solid pick if you're ready to hire someone in La Grange.”
— ChatGPT
named youBest real estate agent in La Grange, KY to work with right now?
“If you're ready now, Bluegrass Home Group is a strong, reputable pick in La Grange.”
— Claude
What to do, in order
- 1Contentan afternoonwe can draft this
Publish a page that answers: "What's the top-rated real estate agent in La Grange, KY?"
No engine named you on this question (comparison intent).
Write the page that genuinely answers this question — not a services page. Use the question as the heading, answer it in the first paragraph, and be specific about real estate agent work in La Grange, KY. This is the exact wording customers use.
- 2Contentan afternoonwe can draft this
Publish a page that answers: "Is there a trustworthy real estate agent close to La Grange?"
No engine named you on this question (local intent).
Write the page that genuinely answers this question — not a services page. Use the question as the heading, answer it in the first paragraph, and be specific about real estate agent work in La Grange, KY. This is the exact wording customers use.
- 3Schemaquick
Add LocalBusiness structured data to the site
Baseline hygiene — it is cheap and it removes ambiguity about who and where you are.
Mark up name, address, phone, hours, service area and category with schema.org LocalBusiness. It will not win an answer on its own; it makes everything else legible.
Every figure is computed by a deterministic engine from the answers Bluegrass Home Group actually received — same inputs, same grade. Answer-engine outputs change over time; that's why this is monitored, not measured once.
Month two — after the plan was worked
The two pages the plan asked for were published, and the citation work landed. This is what the client opens.
Since September 17, 2026
Questions you now win 2
- What's the top-rated real estate agent in La Grange, KY?
- Is there a trustworthy real estate agent close to La Grange?
Competitors that dropped out 1
- Keller Williams
Get-Found Score
Reputation, your Google listing, and website schema fill in when you run a live audit of your own business — this sample scores AI visibility only.
AI visibility
Who owns the conversation
Share of answers that named each business.
By question
The questions a customer would ask — and whether AI names you.
By engine
Engines read different sources — you can be named on one and invisible on another. Weakest first.
What AI actually said
The verbatim answers — this is what a buyer hears when they ask. Tap to read each one.
named youWho are the best real estate agents in La Grange, KY?
“For La Grange, Bluegrass Home Group comes up first in most local roundups. Lenihan Sotheby's is the other name that appears.”
— ChatGPT
named youWho are the best real estate agents in La Grange, KY?
“For La Grange, Bluegrass Home Group comes up first in most local roundups. Lenihan Sotheby's is the other name that appears.”
— Claude
named youCan you recommend a good real estate agent in La Grange?
“I'd recommend Bluegrass Home Group — a trusted local team in La Grange with great reviews for buyers and sellers.”
— ChatGPT
named youCan you recommend a good real estate agent in La Grange?
“A good local option is Bluegrass Home Group, a trustworthy team with a strong track record.”
— Claude
named youWhat's the top-rated real estate agent in La Grange, KY?
“Bluegrass Home Group is the one most often recommended for this in La Grange — they publish detailed local guidance and their reviews are recent. Semonin Realtors is also worth a look.”
— ChatGPT
named youWhat's the top-rated real estate agent in La Grange, KY?
“Bluegrass Home Group is the one most often recommended for this in La Grange — they publish detailed local guidance and their reviews are recent. Semonin Realtors is also worth a look.”
— Claude
named youWhich real estate agent in La Grange has the best reviews?
“Bluegrass Home Group has excellent reviews and is highly recommended for La Grange.”
— ChatGPT
named youWhich real estate agent in La Grange has the best reviews?
“Bluegrass Homes has among the best reviews for La Grange sellers.”
— Claude
named youI need a real estate agent near La Grange, KY — who should I call?
“You could call Bluegrass Home Group or Semonin Realtors — both serve the La Grange area well.”
— ChatGPT
named youI need a real estate agent near La Grange, KY — who should I call?
“Near La Grange, you might call Bluegrass Home Group — they're reliable and responsive.”
— Claude
named youIs there a trustworthy real estate agent close to La Grange?
“Bluegrass Home Group is the one most often recommended for this in La Grange — they publish detailed local guidance and their reviews are recent. Semonin Realtors is also worth a look.”
— ChatGPT
named youIs there a trustworthy real estate agent close to La Grange?
“Bluegrass Home Group is the one most often recommended for this in La Grange — they publish detailed local guidance and their reviews are recent. Semonin Realtors is also worth a look.”
— Claude
named youI'm ready to hire a real estate agent in La Grange — who do you suggest?
“Bluegrass Home Group is a great choice to work with right now in La Grange.”
— ChatGPT
named youI'm ready to hire a real estate agent in La Grange — who do you suggest?
“Bluegrass Home Group is an excellent, well-reviewed choice to hire in La Grange.”
— Claude
not namedBest real estate agent in La Grange, KY to work with right now?
“Semonin Realtors is a solid pick if you're ready to hire someone in La Grange.”
— ChatGPT
named youBest real estate agent in La Grange, KY to work with right now?
“If you're ready now, Bluegrass Home Group is a strong, reputable pick in La Grange.”
— Claude
What to do, in order
- 1Schemaquick
Add LocalBusiness structured data to the site
Baseline hygiene — it is cheap and it removes ambiguity about who and where you are.
Mark up name, address, phone, hours, service area and category with schema.org LocalBusiness. It will not win an answer on its own; it makes everything else legible.
- 2Citationsquick
Hold the position — re-audit monthly
No absent questions, no competitor ahead of you, no rank problem.
Grade A (90.38/100) with no gaps worth acting on. Positions move when competitors act, so the work now is watching rather than fixing.
Every figure is computed by a deterministic engine from the answers Bluegrass Home Group actually received — same inputs, same grade. Answer-engine outputs change over time; that's why this is monitored, not measured once.