AI Visibility Scorecard
Happy American Independence Day from Trek Writer's Guild
twguild.com · Nonprofits
Borderline visible. AI bots can crawl Happy American Independence Day from Trek Writer's Guild, 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.
AI engines read this profile 5 times
Claude · Meta AI
#365,029 of 827,183 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Happy American Independence Day from Trek Writer's Guild
from our crawl and measurement
"Over 830 Star Trek fan fiction stories - Trek Writer's Guild - The Place for Star Trek Fan Fiction - A forum/index website with over 830 stories for aspiring authors writing fan fiction in." That is how Happy American Independence Day from Trek Writer's Guild introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, Happy American Independence Day from Trek Writer's Guild is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Happy American Independence Day from Trek Writer's Guild
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/twguild
Cite this score: Engagemii (2026). "AEO Score for Happy American Independence Day from Trek Writer's Guild." Retrieved from https://engagemii.com/aeo/brands/twguild
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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