AI Visibility Scorecard
m0141.com · Other
Borderline visible. AI bots can crawl m0141.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.
AI engines read this profile 3 times
ChatGPT · Claude
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
はいから菓子工房 MITSUBA is a business whose own site puts it this way: "全ての商品商品一覧本生バームクーヘン丸ごとりんごクーヘン カテゴリ一覧 商品一覧 本生バームクーヘン 丸ごとりんごクーヘン デコレーションケーキ 店舗案内 カフェメニュー こだわり マスメディア紹介 カートを見る 新規会員登録 お気に入り ログイン ホームに戻る ページトップへ." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
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
Weak
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
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.
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 3.4/10, m0141.com is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/m0141
Cite this score: Engagemii (2026). "AEO Score for m0141.com." Retrieved from https://engagemii.com/aeo/brands/m0141
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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