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AI Visibility Scorecard

Wikimedia

Wikimedia

Unclaimed

wikimedia-ech.com · Nonprofits

At 1.6/10, Wikimedia is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#743,478 of 752,443 in Nonprofits for AI visibility

1.6

/10

AEO Score

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About Wikimedia

from our crawl and measurement

Wikimedia describes itself simply: "The Wikimedia movement is a global community of people, projects, and activities working together to create and share knowledge freely." As far as answer engines are concerned it may as well not exist yet: 1.6 out of 10.

The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.

Industry · Nonprofits
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 1.6/10, Wikimedia is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Wikimedia

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/wikimedia-ech

Cite this score: Engagemii (2026). "AEO Score for Wikimedia." Retrieved from https://engagemii.com/aeo/brands/wikimedia-ech

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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