LLMO Cheki — Japan-made AI Search (LLMO/SEO) Measurement & Improvement Tool

Does AI
recommend
your brand?

Today, customers ask AI for recommendations before they ever reach a search engine. Do you know whether AI recommends you?

An AI-assisted LLMO/SEO tool that reads your measurement data and tells you what to do next. Run everything from measurement to improvement to outcome tracking in-house — no agency required.

No setup feeNo credit card requiredSign up in 3 minutes

ChatGPTGeminiClaudePerplexityGrokGoogle AI ModeAI OverviewCopilot

Supports 8 AI engines | Built and supported in Japan

LLMO Cheki visibility analysis screen showing mention-share trends and per-engine mention share

* Actual product screens (Japanese UI).

  • Shinsei Land corp.
  • Kagami Dental Clinic
  • Alvita (TWOSTONE)
  • PIALA
  • Rabbitly
  • Chonmage Inc.
  • Dairiten Cloud

* Companies we have supported across all of our services.

180 brands onboarded in the first 2 months 200+ feature updates in August alone Supports 8 AI engines

Developed, operated and supported entirely in Japan.

WHAT YOU CAN DO

What LLMO Cheki does

Measure, understand, consult, fix, create and track outcomes — in one tool.
From tracking how AI search sees you, to deciding the next move, to writing and publishing articles, to verifying results: all in-house.

LLMO Cheki visibility analysis screen showing a 9% visibility rate with a 95% confidence interval, top-answer rate and overall GEO score

* Actual product screen (Japanese UI).

Measure

Record how often AI recommends you — every day

Register the questions your customers would actually ask AI, and the rest is automatic. We run them against 8 AI engines every day and record how often your brand comes up, with a margin of error. Location-specific runs and on-demand runs are supported too. Because every number carries a margin of error, you can tell noise from real change.

8 AI enginesDaily automatic runsRates with margins of error Location targetingQuestion × engine matrixMeasure on demand
LLMO Cheki citation analysis screen classifying the pages AI cites into 16 categories with citation totals and your citation share

* Actual product screen (Japanese UI).

Understand

See exactly which pages AI relies on

We list every page AI consulted and classify them into 16 types — review sites, comparison sites, official sites and more. You instantly see which types you're weak in, so you know where to place information next. Sites that AI reads but that don't link to you are listed automatically. Competitor presence is compared on the same screen. A win/loss view shows which questions you lose, and to which competitor. Articles AI relies on that don't mention you are listed automatically — with outreach tracking and a drafted placement-request message ready right there. Detection of the ads now appearing in ChatGPT and Google AI Mode is supported too.

Cited-page listAuto-classified into 16 typesBacklink cross-check Competitor comparisonFull AI answersFact-error checks Win/loss by questionPlacement outreach listOutreach message drafts AI search ad detection
LLMO Cheki AI Consultant screen with a chat panel over traffic analytics proposing prioritised actions grounded in measurement data

* Actual product screen (Japanese UI).

Consult

An AI that has read your data proposes the next move

Just press "Ask the AI Consultant" from any screen. Grounded in your own measurement data, it answers concretely what to do next — citing real numbers such as "this keyword isn't cited in AI Overviews" — with actions, priorities and expected impact. Proposals are ordered so you can start the same day.

Answers grounded in your dataPrioritised actionsReal numbers as evidence Same-day quick winsAvailable on every screenSaved history
LLMO Cheki site audit screen showing overall score, prioritised issues and improvement patch generation

* Actual product screen (Japanese UI).

Fix

Your next actions, ranked by priority

We audit your site across 68 checkpoints and auto-generate step-by-step improvement playbooks. Playbooks go through an approval flow before anything is applied, so nothing changes without your sign-off. Every action is logged, and you can verify its impact in numbers afterwards.

68-point site auditStep-by-step playbooksApproval flow Action log & impact trackingWeekly / monthly reports
LLMO Cheki content creation screen showing the article list, editor, and panels for meta data and FAQ Schema (JSON-LD) LLMO Cheki content plan screen showing per-pillar article lists and generation status, assigned target queries, and bulk batch generation of approved plans

* Actual product screens (Japanese UI).

Create

From outline to published article, for the questions you're losing

For the questions where AI doesn't mention you, just specify the target keyword — we draft the outline and the full article. Hero images and in-article diagrams are generated automatically, along with AI-readable meta data and FAQ Schema (JSON-LD). A score check runs before publishing, and you can publish straight to your website.

Plan article clusters — not one article at a time.
Based on your measurement data, AI designs a plan for which articles to create and how many. You review and approve the plan before bulk generation. Finished articles get their publish dates managed on a scheduling calendar, and measurement of the questions they target starts automatically. Not "generate and forget": planning, approval, publishing and impact tracking form one continuous loop. Incomplete generations are detected automatically and redone free of charge.

Outline to full draftTarget keywordsHero image generation In-article diagramsAuto meta & FAQ SchemaPre-publish score check Publish to your site AI-designed article plansApprove before bulk generationPublishing calendar Auto-measurement of targeted questions Visual editorHeading designs (custom colours & numbering)Article footer CTA Client preview (shareable approval URL)Article status management
LLMO Cheki AI traffic and outcome analysis screen showing AI-driven sessions and conversions, a breakdown by AI service, and a page-by-AI cross analysis

* Actual product screen (Japanese UI).

Track outcomes

See whether AI-driven visits turned into enquiries

Just connect GA4, and AI-driven visits and the outcomes they produce — enquiries, purchases and more — are aggregated automatically. Traffic from more than 20 AI services, including ChatGPT, Perplexity and Gemini, is identified, and a cross analysis shows which pages converted visitors from which AI. The "LLMO CV impact" metric quantifies how much your AI-search work contributed to sales and enquiries — numbers you can take straight to management.

GA4 integrationAI-driven visits & outcomesLLMO CV impact Key-outcome selection20+ AI services identifiedPage × AI cross analysis
OTHER FEATURES

More features

From designing the prompts you measure, to checking what gets cited, to publishing on social — features that support both analysis and action.

Prompt & keyword design

AI assists you in choosing what to measure, extracting the prompts and keywords worth tracking from your site and related terms.

Demand research

Estimates monthly demand for each extracted prompt, so you know it's actually worth measuring.

Sentiment analysis

Analyses whether AI cites you positively or negatively, protecting you from negative branding.

Fact checking

Detects when AI answers contain statements about you that aren't true.

Prompt-type classification

Classifies measured questions into 6 types, so you see where you're strong or weak by how people ask — comparisons, recommendations and more.

CEP analysis

Analyses whether your brand comes to AI's mind for each buying trigger — the moments that lead customers to consult AI.

Paraphrase variants

Measures reworded versions of the same question, confirming you still come up when the phrasing changes.

KPI targets

Set target values for your visibility share and track progress towards them.

Battle cards

Summarises how AI talks about you vs a rival on one sheet — ready for sales decks and internal sharing.

Team brief

AI condenses the key findings into a one-pager — ready for reporting to your boss or team.

Social publishing

Takes the articles you create and rewrites them for each network's format, length and tone, then publishes them for you. Generative AI also cites social posts as sources, so you reach surfaces your own site alone can't.

InstagramXFacebookThreadsBlueskyLinkedInPinterestRedditGoogle Business Profile

See how AI sees your company — free for 7 days.

Every feature is free to use. A brochure covering features and pricing is also available.

No setup feeNo credit card requiredSign up in 3 minutes

COMPARISON

How is it different from other LLMO tools?

AI search measurement tools are multiplying — the differences are in how they measure and what happens after.

Comparison ★ Recommended Typical LLMO tools
Methodology Repeats the same question and reports a rate with a margin of error Records one-off results
AI engines 8 engines (ChatGPT, Gemini, Claude, Perplexity, Grok, Google AI Mode, AI Overview, Copilot) 2–4 engines
Pages AI reads Listed, classified into 16 types, cross-checked with your backlinks URL list only
Search rankings In the same tool (AI Overview presence colour-coded) Separate tool needed
Through to improvement Playbooks, approval flow and impact tracking included Measurement only
Connection to outcomes (sales & enquiries) GA4 integration auto-aggregates AI-driven visits through to outcomes Visibility measurement only
Consulting AI Consult an AI that has read your measurement data, on the spot None
Operate from AI tools MCP server — connect and operate from ChatGPT / Claude (included on Pro+; add-on on Standard) None
Chat integration Results delivered to Slack / Chatwork — instruct and approve in chat None (notifications only, or unsupported)
Placement outreach (to articles AI reads) Listing, outreach tracking and message drafts included None, or a paid option
AI search ad detection Supported (ChatGPT, Google AI Mode) None
Article & diagram creation Outline, full draft, diagrams, hero images and FAQ Schema — auto-generated None (separate tool needed)
White-label Available (for agencies / OEM) None
Monthly price From ¥29,800

* Based on our research of publicly available information as of July 2026.

Why measuring once is not enough

AI gives different answers to the same question, every time.
Measure once, and you're at the mercy of luck.
LLMO Cheki repeats the same question and records the result as
"4 out of 10 = 40% (95% CI: 17–69%)".
When the number moves, you can tell whether it's noise or a real change.

* AIO measurement runs the same keyword 35 times
* On-demand measurement runs 10 times

Measured once
×
Didn't appear → can't conclude anything
Measured repeatedly
40%
17–69%
Noise vs real change — you can tell
INTEGRATIONS

No dashboard login required.
Instruct, review and approve from Slack or Chatwork.

LLMO Cheki works from the outside. Connect the AI and chat tools you already use, and you can check numbers, trigger measurements and approve improvements without opening the dashboard.

From ChatGPT / Claude

MCP server integration

Diagram of the MCP integration: ChatGPT and Claude connect via connectors to the LLMO Cheki MCP server, which links to LLMO Cheki data — charts, rankings, cited sources and articles. A no-code icon indicates that no development work is required.
Just connect via connector settings. No code required.

Connect from the connector settings of ChatGPT or Claude — no development work needed. Once connected, AI can read your LLMO Cheki data directly.

  • Fetch visibility rates (with margins of error)
  • Fetch the pages AI cites
  • Fetch search rankings
  • Fetch AI answers
  • Run measurements on demand
  • Generate article drafts
From Slack / Chatwork

Daily numbers, delivered to your team

Diagram of the chat integration: numbers from the LLMO Cheki dashboard are automatically posted to both Slack and Chatwork on a schedule, reaching every team member, who can ask questions or press approval buttons. A no-login icon indicates the dashboard doesn't need to be opened.
Numbers arrive automatically — review and approve without leaving chat.

No need to open the dashboard: measurement results arrive in chat every day. Ask about any number on the spot, and approve articles or improvement proposals from the link in chat. Not just one owner — your whole team watches the numbers.

DeliveredDaily and weekly results are posted automatically. You can also alert only on big drops.
InstructJust ask in chat: "measure this question now". No need to go back to the dashboard.
ApproveApprove articles and improvements from the link delivered to chat. Nothing stalls waiting for sign-off.
  • The whole team sees the numbers, no login needed
  • More eyes on the numbers means improvement actually happens
  • No more opening the dashboard just to approve

Public API available — fetch your measurement data via API and pipe it into Looker Studio, other BI tools or your own dashboards.

Connections are automatically limited to your own permissions. Write operations require edit rights and are rate-limited. Connected apps are listed in the dashboard and can be revoked anytime.

PRICING

Pricing

Zero setup fee on Light and Standard (Pro: ¥50,000, White-label: ¥100,000). Try every feature free for 7 days.

Daily AI Overview keyword quotas assume measuring across all supported engines. Narrow down the engines you measure and each keyword consumes less, letting you track more keywords.

Per-keyword consumption differs by engine Google AI Overview / Google AI Mode = 0.05 ChatGPT / Copilot = 0.1 Grok / Perplexity = 0.15 Claude / Gemini = 0.2

Light
Get a first read on where you stand
¥29,800/mo (tax excl., 6-month contract)

  • Setup fee¥0
  • AI engines2
  • AI Overview keywords (daily)
    measuring all engines
    15
  • Search-ranking keywords (daily)50
  • Articles (per month)5
  • Site audits (per month)1
  • On-demand runs n=10 (per month)5
  • AI article checker (per month)10
  • Sites1
  • Users3
  • Backlink analysis (3 competitors)
  • ChatGPT / Claude (MCP)
Recommended
Standard
Run improvement seriously
¥59,800/mo (tax excl., 6-month contract)

  • Setup fee¥0
  • AI engines8
  • AI Overview keywords (daily)
    measuring all engines
    30
  • Search-ranking keywords (daily)80
  • Articles (per month)10
  • Site audits (per month)2
  • On-demand runs n=10 (per month)20
  • AI article checker (per month)30
  • Sites2
  • Users10
  • Backlink analysis (3 competitors)
  • ChatGPT / Claude (MCP)Option ¥9,800/mo
Pro
Multiple sites, team operations
¥98,000/mo (tax excl., 6-month contract)

  • Setup fee¥50,000
  • AI engines8
  • AI Overview keywords (daily)
    measuring all engines
    50
  • Search-ranking keywords (daily)100
  • Articles (per month)10
  • Site audits (per month)4
  • On-demand runs n=10 (per month)30
  • AI article checker (per month)30
  • Sites5
  • Users20
  • Backlink analysis (3 competitors)
  • ChatGPT / Claude (MCP)
OPTION

Social publishing add-on

Write an article — publish it to social automatically.

¥4,980/mo (tax excl., per contract) Up to 4 networks in total

AI turns each published article into posts tailored to 9 networks. With images, scheduled or published in bulk — in one click.

InstagramXFacebookThreadsBlueskyLinkedInPinterestRedditGoogle Business Profile More coming
  • Monthly¥4,980 (tax excl.) / 1 contract
  • Networks includedUp to 4 in totalCounted across all brands / locations (projects)
  • Extra networks¥980/mo per network (tax excl.)From the 5th network onward
  • Posting to X (Twitter)Up to 30/mo per projectResets on the 1st of each month
Posts auto-generated on publish (free) Publish with images Immediate, scheduled or bulk Delivery history Blocked-word screening Undo a delivery

* For YouTube and TikTok, we generate and let you copy the post text only (direct publishing is planned).
* All prices exclude tax.
* Accounts are connected via each network's official authorisation (OAuth). We never store your social media passwords.
* Supported networks and specifications may change without notice (networks listed as of August 2026).

8 AI enginesGA4 & Search Console integrationReport export (PDF/CSV) Data encryptionSupport in Japanese7-day free trial

Offering it under your own brand (agencies / OEM) — White-label plan ¥129,800/mo (setup ¥100,000, unlimited sites and users)

Usage beyond plan limits can be added with points (500 pts ¥5,000 / 3,000 pts ¥28,500 (5% off) / 10,000 pts ¥90,000 (10% off)).
* Points are shown as "CR" in the dashboard.
* All prices are per month, tax excluded. Choose a 6-month or annual contract.
* The Light plan covers ChatGPT and Google AI Overview (2 engines). All 8 engines are available on Standard and above.
* The White-label plan is ¥108,000/mo on an annual contract.
* The free trial lasts 7 days, no credit card required.

USE CASES

Who uses it, and how

The right usage and metrics depend on your business.
Here are three real patterns.

SituationWhen AI is asked "best ◯◯ tools", three competitors come up — but not us.
What they didIdentified the top 5 comparison sites AI was citing and negotiated placements.
Meanwhile, built out the pricing and case-study pages AI struggled to answer about.
Features usedCited-page analysis / backlink cross-check / article creation
HOW TO START

Measuring starts in as little as 5 minutes

All you register is your brand name and site URL.
After that, measurement runs daily on its own — no further work needed.

01
5 min

Sign up & register your brand

Register your brand name, site URL and competitors. GA4 and Search Console connect with one click (optional).

02
Automatic

Choose questions, start measuring

Register the questions to ask AI (candidates are suggested automatically). Measurement then runs daily on its own.

03
Anytime

Review results, decide the next move

Changes in the numbers, the pages AI reads and your site's weak points are laid out. Just start from the top priority.

We help with initial setup (free onboarding) Unlimited questions about usage, at no extra cost Simple-view mode — readable with zero specialist knowledge
SECURITY

For security reviews and internal approval

The items your IT department will ask about, summarized up front. We answer anything not listed here individually.

Per-company data isolation

Each customer's data is fully separated. It can never be accessed by another company.

Encryption in transit and at rest

Traffic is protected with HTTPS. Credentials and integration secrets are stored with strong encryption (AES-256-GCM).

Read-only integrations

GA4 and Search Console connect with read-only permissions and never change your settings. Revoke anytime.

Audit logging

Every operation, including settings changes, is recorded and reviewable.

Data retention

Measurement data is retained for 2 years.

Operated by a Japanese company

Itera Inc. plans, builds and operates the service end to end.

FAQ

Frequently asked questions

The questions we hear most before onboarding. Feel free to ask anything not covered here.

How is this different from other LLMO tools?

Three key differences. 1) We run the same question repeatedly and report a rate with a margin of error, so a single lucky (or unlucky) result never misleads you. 2) We cover 8 AI engines, and you can check AI Overviews and search rankings on the same screen. 3) You can consult an AI that has read your measurement data, and go all the way from site audit to article creation and impact tracking in one tool.

Which AI engines are supported?

Eight: ChatGPT, Gemini, Claude, Perplexity, Grok, Google AI Mode, Google AI Overview and Copilot. All eight are available on Standard and above; the Light plan covers ChatGPT and Google AI Overview (2 engines).

What is the AI Consultant?

A feature that lets you consult an AI that has read your measurement data, right on the spot. Grounded in real numbers — which keywords aren't cited in AI Overviews, how low your citation share is — it proposes the next actions and the impact you can expect. You can open it from any screen, and the conversation history is saved.

Can I use it from Slack or Chatwork?

Yes. Measurement results are delivered to your chat every day, and you can trigger measurements and approve articles or improvement proposals right there. Since no dashboard login is needed, the whole team can see the numbers. Notification frequency and conditions are configurable.

I heard I can operate it from ChatGPT or Claude. What can I do?

LLMO Cheki provides an MCP server that you can connect from the connector settings of ChatGPT or Claude. MCP access is included on the Pro and White-label plans, available as a ¥9,800/mo (tax excl.) add-on on Standard, and not available on Light. You can fetch visibility rates, the pages AI cites, search rankings and AI answers, run measurements on demand, and generate article drafts. Connections are automatically limited to your own permissions and can be revoked anytime. Publishing articles, changing settings and billing operations are not available.

How long does onboarding take?

You can start measuring within 5 minutes of signing up, and see your first results the same day. We help with the initial setup.

Can I use it alongside my existing SEO tools?

Yes. It integrates with GA4 and Search Console so you can see search rankings, AI Overview presence and AI-driven traffic on one screen — use it to complement or replace your SEO tools.

Can I confirm whether AI-search work led to sales or enquiries?

Yes. Connect GA4 and we automatically aggregate AI-driven visits and the outcomes they produce, such as enquiries and purchases. Traffic from more than 20 AI services is identified, down to which page converted visitors from which AI. You track not just visibility but whether it produced results — on the same screen.

Do I need specialist knowledge to use it?

No. A simple-view mode explains every screen without jargon. Toggle it with one tap — handy for sharing with non-marketing colleagues and for internal reporting.

Is there a free trial? Can I cancel?

You can try every feature free for 7 days. No credit card is required and you will never be charged automatically. After subscribing, you can cancel from the dashboard.

See your own numbers — free for 7 days.

You can't know how AI search sees you until you measure it.
Every feature is free for 7 days.

No setup feeNo credit card requiredNo automatic billingMeasuring in 5 minutes