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AI Visibility Scorecard
Calomel.org :: Open Source Research and Reference @ Calomel.org
calomel.org · Technology
Somewhat visible. AI bots can read Calomel.org :: Open Source Research and Reference @ Calomel.org, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI · Apple Intelligence
#181,036 of 2,656,624 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Calomel.org :: Open Source Research and Reference @ Calomel.org
from our crawl and measurement
Calomel.org:: Open Source Research and Reference @ Calomel.org describes itself simply: "Calomel.org is a privately held domain dedicated to documenting open source configurations and adding insight about their uses." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places, missing in others.
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 2 times 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
4
Clear headings and answer-style content.
Entity Clarity
3
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
5
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
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
5
Forum and community discussion.
Social Mentions
1
Social discussion and mentions.
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 6.1/10, Calomel.org :: Open Source Research and Reference @ Calomel.org has a working base to build on - fixable, and the signals above are where to start.
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The AEO Checklist Every Small Business Owner Needs Right Now
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/calomel-org
Cite this score: Engagemii (2026). "AEO Score for Calomel.org :: Open Source Research and Reference @ Calomel.org." Retrieved from https://engagemii.com/aeo/brands/calomel-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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