AI Visibility Scorecard
Caffe Cravings Ltd
caffecravings.com · Food & Beverage
Borderline visible. AI bots can crawl Caffe Cravings Ltd, 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
#919,331 of 1,393,734 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Caffe Cravings Ltd
from our crawl and measurement
Coffee Shop Mansfield describes itself simply: "Coffee shop in Mansfield serving hot food, smash burgers and desserts all day | Open late daily | Visit us today →." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Strong
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 3.9/10, Caffe Cravings Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where to Find Us?
Conveniently located on 78 Nottingham road, Mansfield, NG18 1BP for office workers and local customers, Caffe Cravings is the perfect stop for breakfast, lunch, or an evening bite.
Is this your brand?
The exact fixes for Caffe Cravings Ltd
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 Caffe Cravings Ltd.
Source & Attribution
Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caffecravings
Cite this score: Engagemii (2026). "AEO Score for Caffe Cravings Ltd." Retrieved from https://engagemii.com/aeo/brands/caffecravings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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