AI Visibility Scorecard
isoberan.com
isoberan.com · Travel & Hospitality
Borderline visible. AI bots can crawl isoberan.com, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#392,395 of 457,206 in Travel & Hospitality for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About isoberan.com
from our crawl and measurement
磯部らん -RAN ISOBE- is a business whose own site puts it this way: "24 LECTURE 日本経済新聞 米国印刷20周年記念セミナー 「日経アメリカ社主催の女性のためのキャリアアップセミナー」「なりたい自分になれる秘訣」を講演 14 TV&RADIO テレビ埼玉「ピチスタ」ピチスタ学園での料理実習、和のマナー、大人のマナー講師として出演 13 ESSAY&MAGAZINE シティリビング東京 オフィスのマナー「StepUp!." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, isoberan.com is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for isoberan.com
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/isoberan
Cite this score: Engagemii (2026). "AEO Score for isoberan.com." Retrieved from https://engagemii.com/aeo/brands/isoberan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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