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AI Visibility Scorecard
スペシャルティコーヒー専門店｜旭川市カフェ｜collegarest
collegarest.com · Food & Beverage
Borderline visible. AI bots can crawl スペシャルティコーヒー専門店｜旭川市カフェ｜collegarest, 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
#597,826 of 1,418,020 in Food & Beverage for AI visibility
4.6
/10
AEO Score
About スペシャルティコーヒー専門店｜旭川市カフェ｜collegarest
from our crawl and measurement
TOP PAGE describes itself simply: "雨上がりで、足元びちゃびちゃでした😳笑 コーヒー飲みたいなーとか、 甘いもの食べたいなーとか、 いつもこんな感じで作ってます🍫🍌 生地を広げて、 バナナをのせて、ソースかけて 最後はくるくる。 暑い日は、冷たいコーヒーが飲みたくなりますね。 「今日は軽めがいい」 「ミルク入りがいい」 「しっ." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (CafeOrCoffeeShop, Organization, WebSite), an llms.txt file for AI models and a sitemap.
By its own structured data it is a cafe business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.6/10, スペシャルティコーヒー専門店｜旭川市カフェ｜collegarest is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for スペシャルティコーヒー専門店｜旭川市カフェ｜collegarest
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for スペシャルティコーヒー専門店｜旭川市カフェ｜collegarest.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collegarest
Cite this score: Engagemii (2026). "AEO Score for スペシャルティコーヒー専門店｜旭川市カフェ｜collegarest." Retrieved from https://engagemii.com/aeo/brands/collegarest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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