AI Visibility Scorecard
501st Legion - Vader's Fist
501st.com · Nonprofits
Somewhat visible. AI bots can read 501st Legion - Vader's Fist, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 14 times
ChatGPT · Claude · ShapBot · Perplexity
#973 of 827,687 in Nonprofits for AI visibility
92
AI Naming Predictability
iAI names companies like this often · 92/100
Nonprofits average 9
Top 1% of Nonprofits
See what's behind this score →6
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships · Nonprofits average 2
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Nonprofits average 14
See what's behind this score →0
About 501st Legion - Vader's Fist
from our crawl and measurement
"The 501st Legion is a worldwide Star Wars costuming organization dedicated to bringing together costume enthusiasts and promoting interest in Star Wars through quality costumes and charity." That is how 501st Legion introduces itself. Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- 501st Legion - Vader's Fist
- Website ·
- 501st.com
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.1/10, 501st Legion - Vader's Fist has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for 501st Legion - Vader's Fist
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/501st
Cite this score: Engagemii (2026). "AEO Score for 501st Legion - Vader's Fist." Retrieved from https://engagemii.com/aeo/brands/501st
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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