AI Visibility Scorecard
Marks LP
niceeigo.com · Education
Borderline visible. AI bots can crawl Marks LP, 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.
AI engines read this profile 3 times
Meta AI · Claude
#538,224 of 937,047 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Marks LP
from our crawl and measurement
Marks LP describes itself simply: "栃木県宇都宮市にある社会人のための英会話教室「マコーマック・イングリッシュコーチング」宇都宮の英会話教室です。イギリス人のマコーマック校長のもとに、ネイティブ講師が運営する英会話教室です。日常の会話はもちろん、TOEIC, TOEFULなどテスト対策、ビジネスシーンでグローバルに活躍できる英会話を学べます。." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.5/10, Marks LP is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Marks LP
Which AI engines already crawl you
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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 July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/niceeigo
Cite this score: Engagemii (2026). "AEO Score for Marks LP." Retrieved from https://engagemii.com/aeo/brands/niceeigo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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