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AI Visibility Scorecard
Moonlight & Mirrors
moonlightmirrors.substack.com · Other
Somewhat visible. AI bots can read Moonlight & Mirrors, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
6
/10
AEO Score
About Moonlight & Mirrors
from our crawl and measurement
"A digital publication of matriarchal renewal. Channeling feminine wisdom and lunar rhythms to reflect on transformation and illuminate a path for others.🌙." That is how Moonlight & Mirrors introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.4 out of 10.
The site gets some of it right: it has a sitemap. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
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
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions 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, Moonlight & Mirrors has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Moonlight & Mirrors
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moonlightmirrors-substack
Cite this score: Engagemii (2026). "AEO Score for Moonlight & Mirrors." Retrieved from https://engagemii.com/aeo/brands/moonlightmirrors-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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