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AI Visibility Scorecard
Wikipedia Speedruns!
wikispeedruns.com · Nonprofits
Somewhat visible. AI bots can read Wikipedia Speedruns!, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#9,366 of 620,356 in Nonprofits for AI visibility
6.6
/10
AEO Score
About Wikipedia Speedruns!
from our crawl and measurement
Wikipedia Speedruns! describes itself simply: "Light Mode: Dark Mode]] Test Stats Manage [[username]] Register Login Welcome back to Wikipedia Speedruns, [[username]]!." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
The page falls short on a heading structure that lays out what it offers, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
6
Reddit mentions and discussion.
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 6.6/10, Wikipedia Speedruns! has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Wikipedia Speedruns!
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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/wikispeedruns
Cite this score: Engagemii (2026). "AEO Score for Wikipedia Speedruns!." Retrieved from https://engagemii.com/aeo/brands/wikispeedruns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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