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AI Visibility Scorecard
Cecil Earth
docs.cecil.earth · Education
Somewhat visible. AI bots can read Cecil Earth, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#99,751 of 912,602 in Education for AI visibility
6
AEO Visibility
iVisible · 6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
?
AI Adoption
iNone detected · -/100
About Cecil Earth
from docs.cecil.earth
Build with 40+ curated geospatial datasets via Python SDK and API. Coverage for EUDR, TNFD, CSRD, and SBTN compliance workflows.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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
1
Forum and community discussion.
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 6/10, Cecil Earth has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cecil Earth
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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 September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-cecil-earth
Cite this score: Engagemii (2026). "AEO Score for Cecil Earth." Retrieved from https://engagemii.com/aeo/brands/docs-cecil-earth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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