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AI Visibility Scorecard
Cosmic Log
cosmiclog.com · online media
Somewhat visible. AI bots can read Cosmic Log, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#65,251 of 2,808,083 in Technology for AI visibility
6.7
/10
AEO Score
About Cosmic Log
from our crawl and measurement
Cosmic Log describes itself simply: "Quantum fluctuations in science, space and society." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established, press coverage is thin, there is little discussion of it and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2002.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
3
Forum and community discussion.
3
Reddit mentions and discussion.
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 6.7/10, Cosmic Log has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cosmic Log
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/cosmiclog
Cite this score: Engagemii (2026). "AEO Score for Cosmic Log." Retrieved from https://engagemii.com/aeo/brands/cosmiclog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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