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AI Visibility Scorecard
twguild.com · Nonprofits
Somewhat visible. AI bots can read Happy American Independence Day from Trek Writer's Guild, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#205,437 of 759,746 in Nonprofits for AI visibility
5.3
/10
AEO Score
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 it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
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).
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
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 5.3/10, Happy American Independence Day from Trek Writer's Guild has a working base to build on - 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
Weekly ChatGPT & Claude citation tracking
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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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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