AI Visibility Scorecard
CafePass
cafepassapp.com · Food & Beverage
Borderline visible. AI bots can crawl CafePass, 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 4 times
Claude
#27,720 of 1,392,958 in Food & Beverage for AI visibility
1
AI Naming Predictability
iRarely named · 1/100
More likely to be named than 95% of Food & Beverage companies
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About CafePass
from our crawl and measurement
CafePass describes itself simply: "CafePass kahve aboneliği ile 80'e yakın mekanda kahvenizi uygun fiyatlarla için. Mekandaki QR kodu okutun, kahvenizin keyfini çıkarın!." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.2/10, CafePass is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CafePass
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CafePass.
Source & Attribution
Scored by Engagemii on July 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cafepassapp
Cite this score: Engagemii (2026). "AEO Score for CafePass." Retrieved from https://engagemii.com/aeo/brands/cafepassapp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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