Your customers are asking AI who to call.
ChatGPT answers with three names, not ten links. We find out if yours is one of them, then do the work that puts it there.
Done for you, $1,000 a month. The audit is free whether or not you hire us.
Who’s the best dentist in Scottsdale for implants?
Example answers. Every business name is made up; the pattern is not.
“Best dentist near me” used to be a Google search. Now it’s a question, and the answer is a short list.
41.6%
How often different AI models agree on the single top brand to recommend. Winning on one doesn’t carry to the others, so we track all four.
32–43%
The share of cited sources that repeat when the same AI search is run twice. One check is an anecdote. We ask every question three times, every week.
up to 40%
The visibility lift researchers measured from adding citations, quotes, and statistics to a page. That’s the kind of content we write for you.
Sources for each figure are on our methodology page.
How it works
- Week one
We measure where you stand
We pick up to 10 questions your customers actually ask, name your local competitors, and run every question three times on ChatGPT, Claude, Perplexity, and Gemini. We also check how AI crawlers read your website.
- Every month
We build what gets you named
Two pieces of content aimed at the questions you’re losing, usually a page on your own site plus a helpful answer where people are already asking. We fix the site issues too: schema, structure, llms.txt. You approve everything before it goes out.
- Every Monday
You see what moved
A short report with your score, each assistant’s answer, who got named instead of you, and what we’re doing next. The live dashboard is there whenever you want more.
One report, every Monday
No dashboard homework. You get the number, which questions you’re winning, who gets named when you don’t, and what we’re publishing next. Read it in two minutes.
- Up to 10 tracked questions on ChatGPT, Claude, Perplexity, and Gemini, with named competitors
- Every question asked three times per assistant, every week
- A Monday report and a monthly summary
- A site audit for AI crawlers, with the fixes implemented and refreshed quarterly
- Two content pieces a month, aimed at the questions you’re losing
- A login to the live dashboard
Monday report, Oct 5
Sonoran Family Dental
120 answers read
31%
+6 pts this week
of answers named you when customers asked your 10 questions.
Your questions
- “how much do dental implants cost in scottsdale”9 of 12
- “best dentist in scottsdale for implants”4 of 12
- “emergency dentist open saturday scottsdale”0 of 12
Named instead: Desert Ridge Dental
Measured, not guessed
AI answers change from one ask to the next. A score that ignores that is a number, not a measurement.
Read the full methodologyThree passes per question, per assistant
The same question gets a different answer on the next ask. We score the rate across repeated runs, not a lucky screenshot.
Four assistants, because they disagree
In our own 900-run study, any two AI surfaces agreed on the top answer only 20 to 23 percent of the time.
No made-up “AI ranking”
Answer lists rarely repeat in the same order, so a position number is noise. How often you’re named is stable, and that’s what we report.
Failed answers don’t count against you
A timeout or an error is left out entirely. Your score only reflects answers we actually received and read.
One plan
The work is the same for every client: measure, find the gaps, build the fixes. So there’s one plan and one price.
Not included
- Review management or Google Business Profile work
- Paid ads or social media management
- Guaranteed placement. Nobody can promise what an AI will say.
AI visibility, done for you
$1,000a month
Founding price. Three-month minimum, then month to month. No setup fee.
Start with a free auditWe run your questions first. You decide after you see the numbers.
Need software access only? It’s available to a few accounts by arrangement. Email us.
Find out what AI says about you
Tell us who you are and where you work. We’ll ask the four big AI assistants the questions your customers ask, and send you every answer with your score.
- Free, with no obligation
- Real answers, not a guess
- See who gets named instead of you
Prefer email? ken@lumidian.ai
Questions
How do you measure AI visibility?
We send each of your questions to ChatGPT, Claude, Perplexity, and Gemini with web search turned on, three times per assistant every week, and read every answer for your business name. Your score is the share of answers that name you. The methodology page walks through every step and cites the research behind it.
What do you actually build?
Pages on your own site first, because that’s where AI search looks for a definitive answer. Then Reddit and Quora answers where a real thread exists and a plain, disclosed reply would genuinely help. Two pieces a month, each aimed at a question you’re currently losing.
Is the content written by AI?
Drafts start in our system and a person edits them before you see them. Nothing is published, and nothing appears under your name, until you approve it.
How long until the score moves?
We don’t promise a timeline. AI answers change as new sources appear on the web, and the assistants don’t update on a schedule anyone controls. What we do promise is honest measurement: enough repeated runs to tell a real change from noise, reported every week whether it moved or not. The three-month minimum exists because one month isn’t long enough to see anything.
Why one price?
The work is the same for a dentist and a law firm: measure, find the gaps, build the fixes. A menu of tiers would only make you guess which features you need. Founding pricing is $1,000 a month and will go up once results are proven.
How is this different from SEO?
SEO tools track where you rank on Google. We track what AI assistants say when someone asks them who to call, which those tools don’t measure. The two are related, since the sources AI assistants cite are web pages, so good SEO helps. It just isn’t the same thing.
Can I just use the software?
The platform is available to a small number of accounts by arrangement, not as a self-serve trial. If that’s what you want, email us and say so.
Is my data private?
Yes. Your questions, competitors, and results are visible only to your account and to us. We never share individual client data.