AI Visibility Scorecard
Wikisource
gl.wikisource.org · Nonprofits
Somewhat visible. AI bots can read Wikisource, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 33 times
Meta AI · Claude · Perplexity · ChatGPT
#9,272 of 827,220 in Nonprofits for AI visibility
22
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Wikisource
from our crawl and measurement
"Benvid@ ás Galifontes A biblioteca de textos orixinais no dominio público ou publicados baixo licenzas libres." That is how Wikisource introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Article) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 31 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 5.2/10, Wikisource has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Wikisource
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gl-wikisource-org
Cite this score: Engagemii (2026). "AEO Score for Wikisource." Retrieved from https://engagemii.com/aeo/brands/gl-wikisource-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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