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aeo · answer engine optimization

Make AI work for you.

Customers now arrive through AI, and AI recommends what it can read. We find out what ChatGPT and Gemini say about your business, fix what is wrong at the source, publish one verified profile AI can cite on aeofacts.ai, and prove the change on the same test.

Before we meet, we run a free check on your website. No commitment.

4,000+ verified facts live on aeofacts.ai
1,500 recorded AI answers per audit
150 questions, frozen for every re-audit
15 fix briefs, ready to implement

Last updated:

Before AEO After AEO
?

Which hotel near the station has a public bath, free parking and late check-in?

AI

Your business has a large public bath on the 12th floor, 38 free parking spaces, and check-in until 2:00 AM with advance notice. It's a 6-minute walk from the station. Breakfast is a buffet from 6:30 to 10:00.

Source: aeofacts.ai/profile/your-business · hotel-confirmed

Before AEO, the same question was answered: I couldn't find confirmed details for your business. Based on third-party listings, Harbor View Inn and Grand Bay Hotel appear to offer parking; check-in times vary, so it's best to contact the hotels directly. (Illustration, fictional businesses.)

✓Named
✓Cited
✓Facts correct

Illustration with a fictional business. The before/after answers show the difference an AI Profile makes; your own answers come from the audit.

what we do, in numbers

What does Tabi Life's AEO service deliver?

A measured service: an AEO Audit that records 1,500 AI answers about your business, fixes delivered to the source of each error, a verified AI Profile that engines can cite, and an identical re-audit that proves what changed.

Key facts
  • The AEO Audit asks ChatGPT and Gemini 150 questions in your customers' words, 5 times each: 1,500 recorded answers.
  • Results are scored against the 3–4 competitors you name; every mention is read by an analyst.
  • You receive up to 15 fix briefs, a 22-point technical check, and llms.txt plus FAQ schema ready for your web team to install.
  • Your verified facts are published on an AI Profile at aeofacts.ai, in Japanese and English, and updated after one approval without a website release.
  • The same 150 questions are re-run every quarter (Core) or every month (Growth); only changes outside the 95% confidence interval count.
  • Provider: Tabi Life K.K., Japan. Pricing is set per market and industry.
how we work

How does Tabi Life's AEO service work?

In five steps: diagnose, fix at the source, publish, grow, prove.

Step 1 · Audit

Diagnose

The AEO Audit asks ChatGPT and Gemini 150 of your customers' questions, five times each: 1,500 recorded answers about you and the 3–4 competitors you name. We find which questions you lose and which facts are wrong.

01
Step 2 · Briefs

Fix at the source

Every mention is read by an analyst. Each error is traced to where it came from (a third-party listing, the engine, or silence on your site) and fixed there. You get up to 15 briefs with the exact corrected value and the page or platform to change, plus llms.txt and FAQ schema ready for your web team to install.

02
Step 3 · AI Profile

Publish

Your verified facts go on one page AI engines can read and cite: your AI Profile on aeofacts.ai. One sentence per fact, its source shown, FAQ, only-here features, schema markup.

03
Step 4 · AI Learner

Grow

The AI Learner keeps finding the next question: from the audit gaps, from what customers ask through GEM with AI and AI Chat, and from a few questions a week it puts to your team. Every answer you approve becomes a verified fact.

04
Step 5 · Re-audit

Prove

The same 150 questions, the same engines, the same scoring, run again. The difference from baseline is the result.

05
↻ then the loop repeats: new questions in, facts out, re-audit every quarter

Can facts be fixed without changing the website?

Yes. A fact approved once in the AI Learner goes live on your AI Profile without a website release; the website fixes are still delivered for your web team.

AI, customer questions and competitors keep changing. How fast you can update decides how much of the work pays off.

The usual route, through your website

gap found → brief your web vendor → wait for a quote → internal approval → build → review → publish

Every update becomes a project, so updates slow down, then stop.

With Tabi Life, through your AI Profile

gap found → we confirm the fact with you → you approve it in the AI Learner → AI Profile updated → re-measured at the next audit

One approval from your team. We do the rest, and measure the result.

No vendor brief, quote or release. Facts go live without touching your site.
A few questions a week. Your team answers and approves; no writing.
Your website still matters. We still give you the fixes for it; AI doesn't have to wait.
your ai voice

What exactly do we measure and move?

Your AI voice, broken into six parts: visibility, accuracy, distinctiveness, reach, growth and missing voice. One number is not enough; each part has its own measurement, its own lever, and its own place in the AI Learner dashboard.

◉ AI visibility

How often AI names and cites you on the questions that matter, and your share of voice against named competitors.

Measured by 150 questions × 2 engines × 5 runs; mention, citation and share of voice by cluster and engine Moved by Tags that answer those exact questions

⊕ Reach

Where your voice is heard: AI engines, your aeofacts.ai profile, the chat on your site.

Measured by Every cited domain ranked; platforms where competitors out-cite you; chat answers Moved by Publishing the approved set to every surface; fixing the platforms that matter

✓ Accuracy

Whether what AI says about you is true today, and where the wrong version came from.

Measured by Every mention read by an analyst; six error types; root cause: third-party, engine or site silence Moved by Corrected values on the profile and at the source platform

↗ Growth

The trend: baseline to re-audit, tag count rising, unanswered rate falling.

Measured by Identical re-audit on the frozen question set; tag history in the dashboard Moved by The loop running: signals in, tags out, re-audit, repeat

★ Distinctiveness

Whether AI recommends you over the alternatives, not just lists you.

Measured by Competitor territory by cluster; the questions they win and you do not Moved by Only-here facts, written in the question's words
The sensor

? Missing voice

Questions customers ask that you cannot answer yet, or that your site answers without AI ever naming you.

Measured by Site-answerability × zero mentions; nobody-appears questions; the chat's unanswered log Moved by Building exactly the tags these questions point to
∿

AI Voice

The share of customer questions where AI, and your own site, answer with your name and your facts.

Managed from the AI Learner dashboard

Visibility, accuracy, distinctiveness and reach say where the voice is. Missing voice says where it needs to be next. Growth proves the loop works.

the stack

What tools are in Tabi Life's AEO stack?

Six: the AEO Audit tool, AI Profile (aeofacts.ai), the Site Intake tool, the AI Learner Dashboard, AI Chat (coming in November) and GEM with AI. Everything feeds the Learner; the Learner grows the profile; the profile gets you found.

Collect, measure, fix, publish, learn. The stack does the repeatable work; our team does the judgment. You see the result in one place.

Re-audit on the same test to measure the gain
Collect

▦ Site Intake tool

Sitemap → every page captured → baseline facts and gaps vs third-party listings

⌕ AEO Audit tool

150 questions × ChatGPT & Gemini × 5 runs = 1,500 scored answers

▭ GEM with AI

On-site guide, orders, chat; end-of-visit reviews and what customers actually ask

⊕ AI Profile

aeofacts.ai page: one verified sentence per fact, FAQ, only-here features. What AI engines read and cite.

➔
Learn · manage · publish

▤ AI Learner Dashboard

The client's control room
  • Ingests every signal from the collectors and the chat
  • Proposes tags; the client confirms or rejects
  • Asks the questions customers ask AI, a few a week
  • Tracks AI visibility, score and gaps over time
  • Publishes the approved set to the profile and the chat
What the client manages here
More tagsMore visibilityAEO growth
➔
Be found · be answered

◈ AI engines

ChatGPT, Gemini and the rest answer with your verified facts and cite the profile

✉ AI Chat on your site

Coming in November

Understands the question with ChatGPT, answers only from the profile and shows the fact. No fact? It says "please contact us" and logs the question to the Learner.

Unanswered questions go back to the Learner; answers become tags; the chat and profile both improve
See it live

Every AI Profile is public on aeofacts.ai

One verified sentence per fact, its source, FAQ and only-here features, in Japanese and English, with JSON-LD and a machine-readable llms.txt on every profile. It is the page engines read and cite about your business.

The six tools

AEO Audit tool Live

1,500 recorded answers, scored against the competitors you name.

150 questions × 2 engines × 5 runsFrozen question set22 technical checks60–70 page report + 5-page summary

Asks ChatGPT and Gemini 150 customer questions, five times each: 1,500 recorded answers about your business and its competitors. Scores mentions, citations and share of voice against the competitors you name, by topic and engine; ranks every cited domain; runs 22 technical checks. The question set is frozen, so every re-audit runs identically. You get a 60–70 page report in your language with a five-page visual summary, up to 15 ready-to-implement briefs, a 30/60/90-day roadmap, and the crawlability fix pack (llms.txt and FAQ schema, ready to install).

AI Profile Live

Your verified facts on one page AI engines read and cite.

aeofacts.aiJA + ENOne sentence per fact, with sourceJSON-LD + llms.txt

Your verified facts on one crawlable page, in Japanese and English, built only from facts you have approved. One sentence per fact with its source, FAQ, only-here features and schema markup; automated checks before anything goes live; a stated "not yet confirmed" section so AI does not guess. Updates after one approval, without a website release. Browse the profiles index →

Site Intake tool Live

Every page captured; your facts aligned against third-party listings.

Paste one sitemapFull-page screenshotsBaseline tag setConfirmed / missing / contradicted

Paste your sitemap and it captures every page as a full-page screenshot, the evidence record for everything that follows. Your site's facts become the baseline tag set, aligned row by row with third-party listings: confirmed, missing or contradicted. Gaps and conflicts go to the review queue and the audit. Works for any business with a website.

AI Learner Dashboard Live

The client's control room: every fact, every question, every score.

portal.aeofacts.aiAccept / reject queue2–3 questions a weekVisibility over time

Your control room at portal.aeofacts.ai. Every fact on record with its source tier; a queue of proposed facts to accept or reject (accept publishes, reject keeps it off the profile); 2–3 questions a week driven by gaps and customer demand; reviews from GEM with AI; your AI visibility over time. From November: 3 ready-to-publish articles a quarter to approve and download, and a monthly traffic tab showing GA4 sessions including visits GA4 attributes to AI assistants. Nothing reaches your public profile without passing through it.

AI Chat Coming in November

Answers on your site, only from your approved facts.

ChatGPT understands the questionAnswers only from the profileShows the factLogs what it can't answer

A chat widget on your site. ChatGPT is used to understand the question; the answer comes only from your approved facts and AI Profile, with the fact shown. No fact? It says "please contact us" instead of guessing, and logs the question to the Learner as a fact you don't have yet, asked by a real customer.

GEM with AI Live

Your customer-facing web app; what guests tap on becomes facts.

QR code, no downloadGuide · orders · couponsSix-language chatEnd-of-visit reviews

Your customer-facing web app, opened from a QR code with no download: guide, mobile order, coupons, six-language chat with staff handoff, end-of-visit reviews. Reviews and what customers tap on become observed facts and the questions the Learner puts to you. The 2026 renewal of our smartphone concierge.

what ai needs

What does a business need for AI to recommend it?

Six things: readable facts, one truth everywhere, answers to real questions, reasons to choose you, facts kept current, and a score rather than an opinion. An engine will only recommend what it can read, trust, match and measure.

Six requirements. Miss one and the answer goes to a competitor or a third-party listing.

01

Readable facts

Every claim as a plain, checkable statement on a page engines can fetch. Not inside images, PDFs or adjectives.

Most businesses today Key facts live in brochures and photos. The site says "premium" but not what, when or how much.
02

One truth everywhere

Your site, listings and directories agree. When sources conflict, engines hedge or quote the third party instead of you.

Most businesses today Third-party listings are stale or wrong, and they win the answer.
03

Answers to real questions

Content that answers what customers actually ask AI, in their words. Engines match questions, not slogans.

Most businesses today Nobody knows which questions are being asked, so nothing on the site answers them.
04

Reasons to choose you

Specific, verifiable differentiators engines can use to recommend you over the next option.

Most businesses today Claims are generic. Nothing separates you from the alternatives.
05

Kept current

Facts that stay true. Engines down-weight sources that go stale and keep what keeps changing.

Most businesses today Updated once at launch, never again.
06

A score, not an opinion

You know how often engines name you, cite you and get you right, on a fixed test you can repeat.

Most businesses today No one has ever checked what AI says about the business.
most aeo offers cover one requirement

How is Tabi Life's AEO different from other AEO services?

Most AEO offers cover one of the six requirements; Tabi Life runs all six as one loop and proves the result on the same test.

What businesses are typically sold today, what each leaves out, and where Tabi Life sits against it.

AI-content consultants

Write "AI-optimized" pages and FAQs for your site.

What is missing

No measurement of what AI actually says. Wrong facts on third-party sites stay wrong. Stops when the content budget stops.

Monitoring dashboards

Track how often an engine mentions the brand, with a score.

What is missing

A number, not a fix. No analyst review, no root cause, nothing published for AI to cite. You are left to act alone.

SEO agencies adding AEO

Schema markup, llms.txt and technical checks bolted onto SEO.

What is missing

Makes the site readable, not accurate or distinctive. No competitor benchmark, no question set, no growth loop.

What strong AEO requires Content consultantMonitoring toolSEO + AEO agencyTabi Life
01 Readable facts
02 One truth everywhere
03 Answers to real questions
04 Reasons to choose you
05 Kept current
06 A score, not an opinion
Covered Partial Not offered Typical scope of each vendor type; individual providers vary.

How Tabi Life covers all six

  • Readable facts 22 technical checks; llms.txt and FAQ schema delivered ready to install; one plain sentence per fact on your AI Profile.
  • One truth everywhere Every mention read by an analyst; each error traced to its source and fixed there; third-party listings checked against your site.
  • Answers to real questions 150 questions in your customers' words; 12 articles a year written from the audit briefs and real unanswered questions (articles from November).
  • Reasons to choose you Benchmarked against your named competitors on the same questions; only-here facts verified and published on your AI Profile.
  • Kept current AI Profile updated after one approval, no website release; new questions every week from the Learner, GEM with AI and AI Chat.
  • A score, not an opinion 150 frozen questions × 2 engines × 5 runs vs named competitors; identical re-audit; only changes outside the 95% confidence interval count.

The market sells one piece. We run the whole loop, and prove it on the same test.

the first 90 days

What happens in the first 90 days?

Month 1 sets up and measures the baseline, month 2 delivers fixes and launches, month 3 verifies with an identical re-audit. Timings start when Tabi Life receives your intake sheet.

Timings start when we receive your intake sheet. Optional items launch when you want them.

✓ Day 0 Intake sheet received
✓ Day 14 Audit and 150-question baseline delivered
✓ Day 30 AI Profile live, first facts confirmed
✓ Day 60 Fixes delivered, first articles, AI Chat and GEM with AI live
✓ Day 90 Identical re-audit: first measured change

Month 1 · Set up and baseline

Within two weeks of your intake sheet you hold a written baseline: what AI says about you today, on 150 of your customers' questions, against the competitors you named.

Delivered to you · onboarding, weeks 1–2
Intake sheet sent to you
Content sheet for GEM with AI, your customer-facing web app, sent to you
AI Profile built from your website; link shared for your sitemap
GA4 access or monthly report requested for the traffic dashboard
Within two weeks of your intake sheet
150-question set built in your customers' words
AEO audit and AI visibility report delivered
First article questions sent to your team
First 12 questions for new AI Profile facts
Crawlability files for your website (llms.txt, FAQ schema), ready for your web team to install
What your team does
  • Fill in one intake sheet
  • Name the 3–4 competitors to measure against
  • Answer the first 12 fact questions in the AI Learner
  • Hand llms.txt and FAQ schema to your web team
What you hold at day 30 A baseline report, a live AI Profile, and a list of every question you currently lose.

Month 2 · Fix and launch

The errors AI makes about you get a fix each, with the page to correct. Your profile is fully reviewed by your team, the first articles are written, and the customer-facing tools go live if you want them.

Delivered to you
AI Profile fully reviewed by a member of your team
Fixes recommended for the errors AI makes about you, with the pages to correct
First 3 articles (once your article questions are answered)
Next 12 questions; new facts added to your AI Profile
AI Chat launched
GEM with AI launched, within two weeks of your content sheet
Questions AI Chat could not answer added to your dashboard as they come in
GEM with AI reviews tracked and added to the Learner
Crawlability re-tested to confirm the fixes are installed
What your team does
  • Review the AI Profile once, end to end
  • Answer the article questions and the next 12 fact questions
  • Web team installs the fixes and the crawlability files
  • Optional: send the GEM with AI content sheet
What you hold at day 60 Fix pages in place, the first three articles, a reviewed profile, and every unanswered customer question logged.

Month 3 · Verify and measure

The same 150 questions, the same engines, the same scoring, run again. The difference from your baseline is the result, and it is yours to keep.

Delivered to you
Third-party listing check: what booking sites and directories say about you vs your website, plus facts missing from your site
Next 12 questions; new facts added to your AI Profile
AI visibility audit re-run on the identical 150 questions
First quarterly snapshot against your baseline
AI Chat questions and GEM with AI reviews keep feeding the dashboard and Learner
Ongoing
Fix recommendations follow one month after each quarterly visibility audit
What your team does
  • Answer the next 12 fact questions
  • Confirm or correct what third-party listings say about you
  • Read the quarterly snapshot with us
What you hold at day 90 Before-and-after on six measures, on an identical test. Expected ranges, not guarantees; the loop then repeats every quarter.
how you'll know it worked

How do you measure whether AEO worked?

With a five-link chain of evidence measured against a written baseline: what AI says, whether it is right, who arrives from AI, what customers tell you, and what it is worth in your own figures. No one can trace revenue to a single AI answer, so we do not claim to.

Five links, each measured on its own. Together they show what changed, why, and what it is worth to you.

1

What AI says

The same 150 questions, engines and scoring, re-run unchanged. Mentions, citations and share of voice against the competitors you named.

Baseline, then every quarter
2

Whether it is right

Every mention read by an analyst. Errors counted by type and traced to their source, before and after.

Baseline, then every quarter
3

Who arrives from AI

Visits referred by ChatGPT, Gemini, Perplexity and Copilot in your analytics, plus click-throughs from your AI Profile to your site.

Monthly, once GA4 is connected
4

What customers tell you

An "AI assistant" option in "how did you find us?" on your inquiry and purchase forms. Self-reported, like every other channel.

Live once added to your forms
5

What it is worth

You apply your own numbers: the value of a direct customer versus one that comes through an intermediary or goes to a competitor.

Your model, your figures

The quarterly re-audit scorecard

Before and after on six measures. Only changes outside the 95% confidence interval count as change.

↑ AI mentions
↑ Citations of your own site
↑ Share of voice vs competitors
↓ Questions where you never appear
↓ Answers with an error about you
↓ Questions nobody answers yet

When to expect movement

Expected ranges, not guarantees. What AI knows without searching changes only when providers retrain their models.

Baseline · month 1

Where you stand today. Mentions, citations, share of voice and errors on your 150 questions, in writing.

Q1 re-audit · day 90

Wrong facts start to clear. AI that searches the web picks up corrected pages within weeks. First movement on the questions the fix pages target.

Q2 re-audit · month 6

Mentions and citations rise. Fix pages and the first articles are indexed and cited on the questions they were written for.

Q4 re-audit · month 12

Share of voice moves. Twelve articles and four rounds of fixes add up. What AI knows without searching starts to reflect them as models are retrained.

What we will not do: put an invented revenue figure in front of you. Most AI answers pass no referrer, so anyone claiming exact attribution is estimating. We show you every link in the chain, measured against a written baseline and an identical re-audit, and you judge the value with your own economics.
packages

What AEO packages does Tabi Life offer, and how much do they cost?

Three: AEO Audit (one-off), Core (monthly, quarterly re-audit) and Growth (monthly, monthly re-audit). Pricing is set for your market and industry and quoted in the meeting; every engagement starts with the audit.

Pricing is set for your market and industry. Ask us for a quote.

AEO Audit

One-off · Find out where you stand in AI answers today.
  • 150 questions in your customers' words, asked across ChatGPT and Gemini, 5 runs each
  • Mentions, citations and share of voice against the competitors you name
  • Every mention reviewed; every error traced to its source
  • Up to 15 briefs ready to implement, with the exact values to publish
  • AI visibility report
  • AI crawlability fix pack: llms.txt and FAQ schema, ready to install

AEO Ecosystem

Monthly · Fix what AI gets wrong, then keep it right.
Everything in your first 90 days, then:
  • AI visibility re-audit every quarter
  • Fix recommendations after each audit
  • AI Profile and AI Learner dashboard
  • 12 articles a year
  • Monthly traffic dashboard (from November)
  • Third-party listing check every year
  • Crawlability files kept up to date
Add to Core: AI Chat · GEM with AI

AEO Ecosystem Pro

Monthly · Move faster, with every product included.
Everything in Core, plus:
  • AI visibility re-audit every month
  • Fix recommendations every month
  • 24 articles a year
  • Third-party listing check every quarter
  • AI Chat included
  • GEM with AI included

Multiple locations: volume pricing per location.

why now

Why does AI visibility matter now?

Because customers now arrive through AI, and AI recommends only what it can read. In travel, the first category where AI planning took off, AI-referred traffic to US sites rose 119% year on year in July 2026 (Adobe).

The shift is already measurable in travel, the category where AI planning took off first.

AI sends more customers.

+119%

AI-referred traffic to US travel sites, July 2026 vs a year earlier. Up 1,822% since October 2024. Those visitors are 21% more engaged, stay 67% longer and bounce 42% less.

Source: Adobe Digital Insights, August 2026.

And they act on it.

45%

of travelers who used generative AI to plan a trip booked accommodation the AI recommended.

Source: Deloitte, 2025 Travel Industry Outlook (survey of 193 GenAI trip planners).

But most sites aren't ready.

68%

machine-readability of hotel product pages: nearly a third of the content is invisible to AI. Hotel homepages score 71%.

Source: Adobe AI Content Visibility Checker, travel sites, August 2026.

These figures are from the travel industry, the leading indicator for AI-driven discovery. Your own numbers come from the free site check and the audit.

If AI can't read it, AI can't recommend it. Everything above is built to make sure it can, and to prove it on a fixed test.

background · what is aeo?

What is AEO (Answer Engine Optimization)?

AEO (Answer Engine Optimization) is the work of making sure AI assistants such as ChatGPT and Gemini name your business, cite your website and state your facts correctly when customers ask them questions. Tabi Life K.K. provides AEO in Japan as a measured service: an AEO Audit that records 1,500 AI answers about your business, fixes delivered to the source of each error, a verified AI Profile that engines can cite, and an identical re-audit that proves what changed.

faq

The questions we hear most, answered.

Why start now?
Few businesses work on this yet, so early movers set the facts AI learns. Facts you add keep working and build on each other; an ad stops when the spend stops.
Isn't structured data, consistent listings and more content enough?
Each covers one of six requirements. AI combines them, and if one is missing it hedges or names someone else. We run all six as one loop.
AI keeps changing. Will the work be wasted?
The details change; the basics don't: readable, consistent, current facts. Your AI Profile sits on our platform, so we update it as engines change.
What if our competitors score well too?
The score is the foundation. The difference is depth: only-here facts and answers to more customer questions. Every question you answer widens the gap.
How is this different from other AEO services?
Most sell one piece. We diagnose, deliver the fixes (llms.txt and FAQ schema included), publish a verified AI Profile, learn from real customer questions, and prove it on the same test.
What results can we expect?
AI names you when customers ask by need, not by name, reaching people who don't know you yet. Measured at every re-audit; expected ranges, not guarantees.
Aren't 150 questions too many?
150 covers every topic customers ask about, so the real priorities show. Frozen, so each re-audit is a fair comparison. New facts come separately: about 12 Learner questions a month.
How much work is it for our team?
An intake sheet to start, then a few questions a week in the AI Learner. We run the audit, build the profile and write the fixes; you approve facts and your web team installs the changes.
Does it help SEO too?
Much of the work overlaps: structured data, accurate and complete facts, clear FAQs. The goal differs: SEO ranks pages; AEO gets you named and cited.
Is it worth the investment?
It builds an asset, not ad spend: a verified fact base that keeps answering and grows each quarter. You judge the value with your own numbers.

How do I find out what AI sees on my website?

Send Tabi Life your website address; before the first meeting we run a free site check and score AI crawlability, content structure, and technical and authority out of 100 each.

You get each score, what we found, and the first fix we would make. AI visibility, what ChatGPT and Gemini actually say about you against your competitors, is measured in the full audit.

No commitment. We bring the results to the meeting.

/100 AI crawlability
/100 Content structure
/100 Technical & authority