AI Visibility Scorecard
마마파운드 :: HACCP인증 디저트/쿠키 납품전문
mamapound.com · Food & Beverage
Borderline visible. AI bots can crawl 마마파운드 :: HACCP인증 디저트/쿠키 납품전문, 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 6 times
Claude · ChatGPT · Meta AI
#882,167 of 1,392,081 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About 마마파운드 :: HACCP인증 디저트/쿠키 납품전문
from our crawl and measurement
마마파운드:: HACCP인증 디저트/쿠키 납품전문 describes itself simply: "마마파운드는 제주에서 HACCP 인증 제조시설을 운영하며 파운드케이크, 쿠키, 바스크치즈케이크 등 카페 납품용 디저트를 제조·공급하는 디저트 브랜드입니다." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (OnlineStore, ImageObject), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
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
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
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 3.6/10, 마마파운드 :: HACCP인증 디저트/쿠키 납품전문 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 마마파운드 :: HACCP인증 디저트/쿠키 납품전문
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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 마마파운드 :: HACCP인증 디저트/쿠키 납품전문.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mamapound
Cite this score: Engagemii (2026). "AEO Score for 마마파운드 :: HACCP인증 디저트/쿠키 납품전문." Retrieved from https://engagemii.com/aeo/brands/mamapound
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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