AI Visibility Scorecard
The Cicerone Project
ciceroneproject.com · Food & Beverage
Borderline visible. AI bots can crawl The Cicerone Project, 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 1 times
Claude
#1,219,722 of 1,391,864 in Food & Beverage for AI visibility
6
4
AEO Visibility
iNear-invisible · 3.5/10
-
Network Authority
iNot connected yet
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About The Cicerone Project
from our crawl and measurement
"<p>This farmer-led project commenced in 1998 and ran continuously for 9 years to 2007. Over 6 years following the end of the project, the many people involved ensured that all of the." That is how The Cicerone Project introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
- Company ·
- The Cicerone Project
- Website ·
- ciceroneproject.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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 read your site and name it in answers. At 3.5/10, The Cicerone Project is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for The Cicerone Project
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ciceroneproject
Cite this score: Engagemii (2026). "AEO Score for The Cicerone Project." Retrieved from https://engagemii.com/aeo/brands/ciceroneproject
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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