AI Visibility Scorecard
Café Yumm!
cymckenzie.com · Food & Beverage
Borderline visible. AI bots can crawl Café Yumm!, 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 2 times
Claude · Meta AI
#657,832 of 1,394,028 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About Café Yumm!
from our crawl and measurement
"Café Yumm! serves a uniquely Northwest menu featuring Yumm! Bowls® made famous by Yumm! Sauce®. Enjoy sustainable, nourishing ingredients served fresh and FAST." That is how Cafe Yumm! PeaceHealth at RiverBend of Springfield, OR introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, Restaurant). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
By its own structured data it is a restaurant business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.4/10, Café Yumm! is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Café Yumm!
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 August 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cymckenzie
Cite this score: Engagemii (2026). "AEO Score for Café Yumm!." Retrieved from https://engagemii.com/aeo/brands/cymckenzie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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