AI Visibility Scorecard
Valar Guild
valarguild.org · Membership Organizations
At 3.53/10, Valar Guild is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Content Structure and Entity Clarity. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Claude · ChatGPT · Parallel · Perplexity
Top 5% in Membership Organizations for AI visibility
54
AI Naming Predictability
iRarely named · 54/100
Membership Organizations average 9
Top 4% of Membership Organizations
See what's behind this score →3.53
AEO Visibility
iNear-invisible · 3.53/10
Membership Organizations average 2.5
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
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 Valar Guild
from our crawl and measurement
Valar Guild is one of the businesses we track in the Membership Organizations space. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.53 out of 10.
The page falls short on a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established, 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 and there is no press coverage to draw on.
AI crawlers have read this profile 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and ShapBot (Parallel). There is not much on the page to read either, about 46 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Valar Guild
- Website ·
- valarguild.org
- Industry ·
- Membership Organizations
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
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 3.53/10, Valar Guild is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Valar Guild.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/valarguild-org
Cite this score: Engagemii (2026). "AEO Score for Valar Guild." Retrieved from https://engagemii.com/aeo/brands/valarguild-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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