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AI Visibility Scorecard
mx.wikimedia.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where Wikimedia México is still leaving points on the table.
AI engines read this profile 15 times
Meta AI · Claude · Apple Intelligence
#543 of 778,363 in Nonprofits for AI visibility
8
AEO Visibility
iVisible · 7.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Wikimedia México describes itself simply: "(WM-MX) es una asociación civil sin fines de lucro, bajo las regulaciones del Código Civil de México, que sirve como el capítulo de Wikimedia Foundation en México." Measured against the twelve signals AI engines rely on, it scores 7.5 out of 10, a strong showing.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
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
10
Inbound links from other sites.
Domain Authority
7
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
9
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
9
Social discussion and mentions.
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 7.5/10, Wikimedia México has a working base to build on - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mx-wikimedia-org
Cite this score: Engagemii (2026). "AEO Score for Wikimedia México." Retrieved from https://engagemii.com/aeo/brands/mx-wikimedia-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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