AI Visibility Scorecard
CafeBadge
cafebadge.com · Food & Beverage
Borderline visible. AI bots can crawl CafeBadge, 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
#1,008,796 of 1,393,734 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CafeBadge
from our crawl and measurement
CafeBadge is a business whose own site puts it this way: "Find cafes for focused work using Wi-Fi, outlets, laptop policy, seating, and opening-hours details." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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 3.7/10, CafeBadge is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to describe coffee flavor without guessing?
A plain guide to tasting coffee with more confidence, using clear language instead of vague flavor claims.May 20, 2026Read storyHome coffee setup
How to keep coffee beans fresh at home?
A practical storage guide for keeping coffee beans fresh at home without buying extra containers you do not need.May 20, 2026Read storyBuying guides
Is this your brand?
The exact fixes for CafeBadge
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 CafeBadge.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cafebadge
Cite this score: Engagemii (2026). "AEO Score for CafeBadge." Retrieved from https://engagemii.com/aeo/brands/cafebadge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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