AI search (LLMO)/Prepare
After search comesbeing the site AI quotes.
ChatGPT, Gemini, Google's AI results. The AI writes the answer — but what it quotes is a site that has been put in order. From structured data through to llms.txt, this is preparation done as an extension of the build.
This very website is the public test bed for everything we do here.
I asked an AI,
and our company was not there.
The front door to search has quietly started to move.
I asked ChatGPT and it only named our competitors.
People keep saying “LLMO” and I have no idea what I am supposed to do.
We get cold calls about AI optimisation, but the prices are so high they feel dubious.
Search traffic has been quietly sliding since last year.
The AI answer had our old address in it.
Someone promised us guaranteed results, and I doubt that is true.
I hear younger people go straight to an AI now instead of searching.
Nobody will tell me where to start.
To all of it, our answer is always the same one.
No hype — just properly prepared.
Structured data, FAQs, consistent facts, llms.txt. Preparation that sits inside the build, tested on our own site first.
scroll — the voices gather, and one answer stands up
One website,
reshaped into something AI can read.
- 01Where you stand
- 02Structured data
- 03FAQs and definitions
- 04Consistency
- 05llms.txt
- 06Check again
scroll — one screen, finished stage by stage
What we actually do.
Things we implement, and things we watch. Both halves matter.
How we price.
We do not guarantee outcomes and we do not sell monthly consulting retainers. This is honest, bounded work: audit, build, and a public experiment.
AI search audit + build, from ¥30,000 (one-off)
AI search monitoring can be added to a maintenance plan for ¥3,000–5,000 a month. All prices include Japanese consumption tax; nothing is added later.
See the maintenance plans →Audit, prepare, verify.
The same person handles the audit and the build — which is why this can sit inside the build rather than beside it.
- Audit
Checking how the main AI tools see you today.
- Build
From structured data through to llms.txt.
- Verify
Looking again at what changed afterwards.
- Continue
Monitoring keeps following the change over time.
From the first question onward, Mstudio handles all of it.
Frequently asked questions.
Does this actually work?
Nobody can guarantee results in this field. That is exactly why we use our own website as the test bed and publish what we did and what happened on our blog. What we implement for you is the same work.
How is this different from SEO?
SEO is about appearing in the list of search results. AI search work is about being quoted inside the AI's answer. The foundations — structure and well-organised information — overlap, so we implement in a way that serves both.
Where should I start?
With the audit. We check how the main AI tools currently see you, then propose the work in the order that matters most.
How are you different from the expensive agencies?
We do not sign monthly consulting retainers; this is scoped one-off implementation work. Because what we do is an extension of the build, it can be done at this price.
Shall we start by checking how AI sees you?
The audit on its own is a perfectly good place to stop. We begin by looking at how you appear right now, together.