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AI Visibility Scorecard
Café on the Common
cafeonthecommon.net · Food & Beverage
Borderline visible. AI bots can crawl Café on the Common, 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 5 times
Meta AI · Claude · Apple Intelligence
#496,627 of 1,365,616 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Café on the Common
from our crawl and measurement
Café on the Common is a Mansfield, MA business whose own site puts it this way: "Café on the Common offers tasty breakfast and lunch options to satisfy any craving. Come in and enjoy our cozy atmosphere and fabulous food. Located in Mansfield, MA." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.7/10, Café on the Common is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Café on the Common
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Café on the Common.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cafeonthecommon-net
Cite this score: Engagemii (2026). "AEO Score for Café on the Common." Retrieved from https://engagemii.com/aeo/brands/cafeonthecommon-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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