AI Visibility Scorecard
mnhfc.com
mnhfc.com · Membership Organizations
Borderline visible. AI bots can crawl mnhfc.com, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#85,305 of 93,999 in Membership Organizations for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Membership Organizations average 9
Top 72% of Membership Organizations
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
Membership Organizations average 4.1
See what's behind this score →-
Network Authority
iNot connected yet
Membership Organizations average 0.0
0 relationships · Average 3
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Membership Organizations average 12
See what's behind this score →0
About mnhfc.com
from our crawl and measurement
Milk & Honey · Our little corner of Eorzea is a business whose own site puts it this way: "A little sweetness, a little chaos. The Milk & Honey FFXIV community: members, events, stories, games, and everything in between." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- mnhfc.com
- Website ·
- mnhfc.com
- Industry ·
- Membership Organizations
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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, mnhfc.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mnhfc.com
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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 October 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mnhfc
Cite this score: Engagemii (2026). "AEO Score for mnhfc.com." Retrieved from https://engagemii.com/aeo/brands/mnhfc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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